[{"id": "skill:nexu-io/open-design/plugins/_official/examples/hps-academic-paper", "name": "hps-academic-paper", "kind": "skill", "official": false, "desc": "A review deck on compositional generalization in large language models — the field map, the gap, the evidence, and open questions. Built as a decision-grade academic research deck for PI, lab group, reviewers.", "repo": "https://github.com/nexu-io/open-design/tree/HEAD/plugins/_official/examples/hps-academic-paper", "install": ["npx skills add nexu-io/open-design --skill hps-academic-paper"], "stars": 107550, "pushed": "2026-11-14T01:09:21Z", "license": "Apache-2.0", "plat": "academic", "live": "Not checked (runs locally)"}, {"id": "skill:nexu-io/open-design/plugins/_official/examples/hps-memphis-pop", "name": "hps-memphis-pop", "kind": "skill", "official": false, "desc": "A pop-culture retrospective on how 1980s design language shaped today's apps — the scenes, the turning point, and the takeaway. Built as a decision-grade story deck for talk audience, design community.", "repo": "https://github.com/nexu-io/open-design/tree/HEAD/plugins/_official/examples/hps-memphis-pop", "install": ["npx skills add nexu-io/open-design --skill hps-memphis-pop"], "stars": 107550, "pushed": "2026-11-14T01:09:21Z", "license": "Apache-2.0", "plat": "pop-culture", "live": "Not checked (runs locally)"}, {"id": "skill:nexu-io/open-design/plugins/_official/examples/hps-retro-tv", "name": "hps-retro-tv", "kind": "skill", "official": false, "desc": "A family history told through five decades of home movies — the opening question, the eras, and what the footage reveals. Built as a decision-grade story deck for family, close friends.", "repo": "https://github.com/nexu-io/open-design/tree/HEAD/plugins/_official/examples/hps-retro-tv", "install": ["npx skills add nexu-io/open-design --skill hps-retro-tv"], "stars": 107550, "pushed": "2026-11-14T01:09:21Z", "license": "Apache-2.0", "plat": "family history", "live": "Not checked (runs locally)"}, {"id": "skill:nexu-io/open-design/design-templates/html-ppt-zhangzara-cartesian", "name": "html-ppt-zhangzara-cartesian", "kind": "skill", "official": false, "desc": "An economics senior thesis on the employment effects of local minimum-wage increases — identification strategy, evidence, and limitations. Built as a decision-grade coursework defense deck for thesis committee.", "repo": "https://github.com/nexu-io/open-design/tree/HEAD/design-templates/html-ppt-zhangzara-cartesian", "install": ["npx skills add nexu-io/open-design --skill html-ppt-zhangzara-cartesian"], "stars": 107550, "pushed": "2026-11-14T01:09:21Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:nexu-io/open-design/design-templates/html-ppt-zhangzara-pin-and-paper", "name": "html-ppt-zhangzara-pin-and-paper", "kind": "skill", "official": false, "desc": "A field-biology capstone on urban pollinator decline — the survey design, the data, the contribution, and the caveats. Built as a decision-grade coursework defense deck for faculty reviewers.", "repo": "https://github.com/nexu-io/open-design/tree/HEAD/design-templates/html-ppt-zhangzara-pin-and-paper", "install": ["npx skills add nexu-io/open-design --skill html-ppt-zhangzara-pin-and-paper"], "stars": 107550, "pushed": "2026-11-14T01:09:21Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:nexu-io/open-design/design-templates/html-ppt-zhangzara-scatterbrain", "name": "html-ppt-zhangzara-scatterbrain", "kind": "skill", "official": false, "desc": "A design-school graduation project: a civic wayfinding system for a transit hub — the brief, the process, and the outcome. Built as a decision-grade coursework defense deck for crit panel, faculty.", "repo": "https://github.com/nexu-io/open-design/tree/HEAD/design-templates/html-ppt-zhangzara-scatterbrain", "install": ["npx skills add nexu-io/open-design --skill html-ppt-zhangzara-scatterbrain"], "stars": 107550, "pushed": "2026-11-14T01:09:21Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:nexu-io/open-design/design-templates/last30days", "name": "last30days", "kind": "skill", "official": false, "desc": "Recent community and social trend research over the last 30 days. Use when the brief asks what people are saying now, recent sentiment, community reactions, social proof, launch reaction, trend scan, or last-30-days context.", "repo": "https://github.com/nexu-io/open-design/tree/HEAD/design-templates/last30days", "install": ["npx skills add nexu-io/open-design --skill last30days"], "stars": 107550, "pushed": "2026-11-14T01:09:21Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:ComposioHQ/awesome-claude-skills/composio-skills/dovetail-automation", "name": "dovetail-automation", "kind": "skill", "official": false, "desc": "Automate Dovetail tasks via Rube MCP (Composio). Always search tools first for current schemas.", "repo": "https://github.com/ComposioHQ/awesome-claude-skills/tree/HEAD/composio-skills/dovetail-automation", "install": ["npx skills add ComposioHQ/awesome-claude-skills --skill dovetail-automation"], "stars": 79451, "pushed": "2026-09-18T07:16:11Z", "license": null, "plat": "dovetail", "live": "Not checked (runs locally)"}, {"id": "skill:code-yeongyu/oh-my-openagent/packages/omo-senpi/skills/ulw-research", "name": "ulw-research", "kind": "skill", "official": false, "desc": "Runs maximum-saturation research with a cooperating team, claim-graph gating, and a cited, QA'd deliverable. Use when the user explicitly asks for research or a deep investigation, including any 'ulw' research wording.", "repo": "https://github.com/code-yeongyu/oh-my-openagent/tree/HEAD/packages/omo-senpi/skills/ulw-research", "install": ["npx skills add code-yeongyu/oh-my-openagent --skill ulw-research"], "stars": 70897, "pushed": "2026-11-14T05:45:50Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/bgpt-paper-search", "name": "bgpt-paper-search", "kind": "skill", "official": false, "desc": "Searches BGPT scientific papers by topic or DOI and retrieves claim-level evidence extracted from full text, including experiments, reported statistics, scope, limitations, and provenance. Use for literature reviews, evidence synthesis, and finding experimental details beyond abstracts.", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/bgpt-paper-search", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill bgpt-paper-search"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/citation-management", "name": "citation-management", "kind": "skill", "official": false, "desc": "Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/citation-management", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill citation-management"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "openalex, pubmed, google scholar", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/folklore-variant-evidence", "name": "folklore-variant-evidence", "kind": "skill", "official": false, "desc": "Retrieves ClinGen gene-disease validity assertions for a public gene or disease, and reviews source-linked public evidence and literature for one supported GRCh38 germline nuclear SNV or simple indel through Folklore Clinical Variant Interpretation MCP. Used when a scientific agent must branch deterministically on resolved, ambiguous, not-found, invalid, unsupported, or unavailable variant outcomes; chain a resolved public variant into related literature or publication details; or preserve evide", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/folklore-variant-evidence", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill folklore-variant-evidence"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "clingen", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/literature-review", "name": "literature-review", "kind": "skill", "official": false, "desc": "Conducts systematic, scoping, and narrative literature reviews using PubMed, arXiv, bioRxiv, Semantic Scholar, and other appropriate sources. Use for research synthesis, reproducible literature searches, screening, citation checking, or preparing Markdown and PDF reviews. Tracks search coverage, records versus studies, and evidence limitations; supports meta-analysis planning but does not supply a meta-analysis engine.", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/literature-review", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill literature-review"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "pubmed, arxiv, biorxiv, semantic scholar", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/ontology-term-resolution", "name": "ontology-term-resolution", "kind": "skill", "official": false, "desc": "Resolves free-text scientific labels to ontology term IDs and validates existing CURIEs against the EBI Ontology Lookup Service (OLS4). Also looks up prefixes in Bioregistry, resolves compact identifiers via Identifiers.org, maps lab shorthand with ZOOMA, and builds Ontobee term pages. Use whenever an ontology identifier must be produced or checked - annotating tissue, cell type, disease, phenotype, assay, chemical, organism, sex, or developmental stage fields; preparing metadata for GEO, ENA, B", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/ontology-term-resolution", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill ontology-term-resolution"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "ebi ols", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/paperclip", "name": "paperclip", "kind": "skill", "official": false, "desc": "Searches and reads biomedical papers, FDA/PMDA/EMA documents, clinical trials, and protein records with the GXL Paperclip CLI and Python SDK. Supports source-scoped search, full-text grep, metadata SQL, map/reduce extraction, figure analysis, optional repositories and claim verification, and line-pinned citations. Use when a task names GXL paperclip, asks to install or authenticate it, or requests literature retrieval and evidence extraction through Paperclip.", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/paperclip", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill paperclip"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "paperclip", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/paperzilla", "name": "paperzilla", "kind": "skill", "official": false, "desc": "Reads projects, searches project feeds, and retrieves recommendations and canonical papers in Paperzilla through the pz CLI. Supports recent recommendations, paper details, markdown-based summaries, recommendation feedback, JSON export, and Atom feed URLs.", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/paperzilla", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill paperzilla"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "paperzilla", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/pathogen-variant-surveillance", "name": "pathogen-variant-surveillance", "kind": "skill", "official": false, "desc": "Queries public GenSpectrum LAPIS data for pathogen genomic surveillance, current lineage nomenclature, weekly sequence proportions, reporting delays, and descriptive mutation frequencies. Use for variant surveillance, Pango lineage validation, dominant submitted lineages, Nextclade assignment provenance, SARS-CoV-2, influenza/H5N1 clades, RSV, mpox, measles, dengue, or LAPIS queries. Distinguishes sequence prevalence from infection prevalence, clades from genotypes, missing calls from reference ", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/pathogen-variant-surveillance", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill pathogen-variant-surveillance"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "genspectrum lapis", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/research-lookup", "name": "research-lookup", "kind": "skill", "official": false, "desc": "Compiles current scholarly evidence for a scientific manuscript or research brief when the user explicitly asks to gather literature, references, background evidence, competing findings, or a manuscript research packet. Uses Parallel Search by default, Parallel Extract for source retrieval, Parallel Research for explicitly deep/exhaustive work, optional explicit Parallel Chat, and optional Perplexity only when requested or allowed as a failure fallback.", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/research-lookup", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill research-lookup"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/scholar-evaluation", "name": "scholar-evaluation", "kind": "skill", "official": false, "desc": "Provides qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local quality controls. Never use for ranking people or consequential decisions.", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/scholar-evaluation", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill scholar-evaluation"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/scientific-brainstorming", "name": "scientific-brainstorming", "kind": "skill", "official": false, "desc": "Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation, adversarial review, and decision logs. Use for early-stage research brainstorming or prioritizing candidate directions; hand off empirical validation, study design, ethics or regulatory review, and clinical questions to appropriate experts or skills.", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/scientific-brainstorming", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill scientific-brainstorming"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/scientific-critical-thinking", "name": "scientific-critical-thinking", "kind": "skill", "official": false, "desc": "Evaluates scientific claims and evidence quality. Applies to experimental design validity, biases and confounders, statistical interpretation, evidence grading frameworks (GRADE, Cochrane Risk of Bias), and teaching critical analysis. Supports evidence appraisal and identifying flaws; formal peer review writing belongs to peer-review.", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/scientific-critical-thinking", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill scientific-critical-thinking"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/statistical-analysis", "name": "statistical-analysis", "kind": "skill", "official": false, "desc": "Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting. Use whenever a user wants to compare groups, test a hypothesis, analyze experimental or survey data, check statistical assumptions, compute required sample sizes, or write up results - even if they never name a specific test. Covers t-tests, ANOVA, chi-square, correlation, regression, non-parametric and Bayesian methods. For low-le", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/statistical-analysis", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill statistical-analysis"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/scientific-agent-skills/skills/statistical-power", "name": "statistical-power", "kind": "skill", "official": false, "desc": "Calculates sample sizes and statistical power for study planning. Applies when someone asks \"how many subjects/samples/replicates do I need\", wants an a priori power analysis, a minimum detectable effect (MDE), a power curve, or needs to justify a sample size for a grant, IRB protocol, or pre-registration. Covers closed-form power for t-tests, ANOVA, proportions, correlations, chi-square, and regression, plus simulation-based (Monte Carlo) power for complex designs — logistic/Poisson regression,", "repo": "https://github.com/K-Dense-AI/scientific-agent-skills/tree/HEAD/skills/statistical-power", "install": ["npx skills add K-Dense-AI/scientific-agent-skills --skill statistical-power"], "stars": 57090, "pushed": "2026-11-09T09:17:48Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Yuan1z0825/nature-skills/skills/nature-academic-search", "name": "nature-academic-search", "kind": "skill", "official": false, "desc": "Search literature across sources, verify or manage citations, and build MeSH strategies or citation-impact audits. Use for 文献检索、引文核对、参考文献管理、严格他引 and evidence-backed citer profiles; not for translating a paper or drafting manuscript prose.", "repo": "https://github.com/Yuan1z0825/nature-skills/tree/HEAD/skills/nature-academic-search", "install": ["npx skills add Yuan1z0825/nature-skills --skill nature-academic-search"], "stars": 53478, "pushed": "2026-11-13T02:24:21Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Yuan1z0825/nature-skills/skills/nature-citation", "name": "nature-citation", "kind": "skill", "official": false, "desc": "Find and verify Nature/CNS-family literature supporting manuscript claims, with claim-to-source mapping and reference-manager export. Use for Nature系列引用、CNS支撑文献、分段补引用 when this journal scope is requested; use broader literature search for unrestricted sources.", "repo": "https://github.com/Yuan1z0825/nature-skills/tree/HEAD/skills/nature-citation", "install": ["npx skills add Yuan1z0825/nature-skills --skill nature-citation"], "stars": 53478, "pushed": "2026-11-13T02:24:21Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Yuan1z0825/nature-skills/skills/nature-data", "name": "nature-data", "kind": "skill", "official": false, "desc": "Draft or audit manuscript Data/Code Availability statements, dataset access routes, repository plans, and FAIR metadata. Use for 数据可用性声明、数据共享、数据仓库选择 and dataset citations; not general data cleaning or statistical analysis.", "repo": "https://github.com/Yuan1z0825/nature-skills/tree/HEAD/skills/nature-data", "install": ["npx skills add Yuan1z0825/nature-skills --skill nature-data"], "stars": 53478, "pushed": "2026-11-13T02:24:21Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Yuan1z0825/nature-skills/skills/nature-downloader", "name": "nature-downloader", "kind": "skill", "official": false, "desc": "Use when a user needs lawful academic full text, CNKI institutional access, English OA retrieval, publisher API access, institutional browser fallback, or supporting information downloads.", "repo": "https://github.com/Yuan1z0825/nature-skills/tree/HEAD/skills/nature-downloader", "install": ["npx skills add Yuan1z0825/nature-skills --skill nature-downloader"], "stars": 53478, "pushed": "2026-11-13T02:24:21Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Yuan1z0825/nature-skills/skills/nature-literature-pipeline", "name": "nature-literature-pipeline", "kind": "skill", "official": false, "desc": "Complete automated literature discovery pipeline: multi-source search → six-dimension scoring → fine reading → formatted delivery → archival. Combines a configurable engine with daily cron-driven application layer. Works with Feishu, Telegram, or any messaging platform.", "repo": "https://github.com/Yuan1z0825/nature-skills/tree/HEAD/skills/nature-literature-pipeline", "install": ["npx skills add Yuan1z0825/nature-skills --skill nature-literature-pipeline"], "stars": 53478, "pushed": "2026-11-13T02:24:21Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Yuan1z0825/nature-skills/skills/nature-paper-card", "name": "nature-paper-card", "kind": "skill", "official": false, "desc": "Build a structured deep-reading Paper Card for one scientific paper, analysing methods, experiment-to-claim evidence, limitations, and research ideas. Use for 论文精读卡、方法拆解、证据链分析; not full-paper bilingual translation or formal peer review.", "repo": "https://github.com/Yuan1z0825/nature-skills/tree/HEAD/skills/nature-paper-card", "install": ["npx skills add Yuan1z0825/nature-skills --skill nature-paper-card"], "stars": 53478, "pushed": "2026-11-13T02:24:21Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Yuan1z0825/nature-skills/skills/nature-paper-xray", "name": "nature-paper-xray", "kind": "skill", "official": false, "desc": "Read one supplied paper closely enough to reconstruct how its authors actually got there, rather than restating what the abstract claims. Use for 精读论文, 讲透这篇论文, 把这篇读懂, 作者为什么这么设计, 这个公式怎么推出来的, paper x-ray, and deep single-paper comprehension before building on, reviewing, presenting, or citing that paper. Recovers the real starting point and the bet the authors placed, separates load-bearing design from decoration, grounds each key formula in a worked micro-example with concrete numbers, and checks", "repo": "https://github.com/Yuan1z0825/nature-skills/tree/HEAD/skills/nature-paper-xray", "install": ["npx skills add Yuan1z0825/nature-skills --skill nature-paper-xray"], "stars": 53478, "pushed": "2026-11-13T02:24:21Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Yuan1z0825/nature-skills/skills/nature-reader", "name": "nature-reader", "kind": "skill", "official": false, "desc": "Create source-grounded Chinese-English paper readers with aligned text, figures, tables, and equations. Use for 全文翻译、中英文对照、论文精读 or source-linked questions about a paper; respect a requested excerpt or question without generating a full reader.", "repo": "https://github.com/Yuan1z0825/nature-skills/tree/HEAD/skills/nature-reader", "install": ["npx skills add Yuan1z0825/nature-skills --skill nature-reader"], "stars": 53478, "pushed": "2026-11-13T02:24:21Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Yuan1z0825/nature-skills/skills/nature-ref-verifier", "name": "nature-ref-verifier", "kind": "skill", "official": false, "desc": "对学术文献逐条执行多源交叉验证，逐字段对比作者、标题、年份、卷期、页码， 标记卷年/DOI年冲突、作者顺序异常、页码偏差等问题，输出结构化验证报告。 可批量处理整篇论文/开题报告的参考文献列表，也可单条校验，支持与 Zotero 同步修正。", "repo": "https://github.com/Yuan1z0825/nature-skills/tree/HEAD/skills/nature-ref-verifier", "install": ["npx skills add Yuan1z0825/nature-skills --skill nature-ref-verifier"], "stars": 53478, "pushed": "2026-11-13T02:24:21Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Yuan1z0825/nature-skills/skills/nature-social-science", "name": "nature-social-science", "kind": "skill", "official": false, "desc": "社会科学及相邻学科学术写作与选题论证工作台，覆盖选题构思、文献梳理、论证组织、学术表达四大要素。Use for 找论文题目/研究问题、把兴趣或宽泛主题变成可讨论的研究方向、文献综述与领域版图、区分\"研究少\"与真正未决的知识问题、设计证据路线与主张边界、新颖性审计与\"审稿人2\"式攻击、博士/论文可行性评估、导师沟通话术、或检查论文中的过度断言与概念混用。也适用于开题报告、研究计划书、学位论文的选题阶段与论证自检。", "repo": "https://github.com/Yuan1z0825/nature-skills/tree/HEAD/skills/nature-social-science", "install": ["npx skills add Yuan1z0825/nature-skills --skill nature-social-science"], "stars": 53478, "pushed": "2026-11-13T02:24:21Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:mukul975/Anthropic-Cybersecurity-Skills/skills/building-super-timelines-with-plaso", "name": "building-super-timelines-with-plaso", "kind": "skill", "official": false, "desc": "Generate forensic super-timelines with Plaso's log2timeline.py, pinfo.py, psort.py, and psteal.py CLI tools (fusing file-system MACB, registry, EVTX, browser history, prefetch, LNK, and more), then triage and filter the results in Timesketch. Use when reconstructing the full sequence of events on a compromised or forensically imaged host during a DFIR investigation.", "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/HEAD/skills/building-super-timelines-with-plaso", "install": ["npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill building-super-timelines-with-plaso"], "stars": 36105, "pushed": "2026-08-31T04:32:44Z", "license": "Apache-2.0", "plat": "plaso", "live": "Not checked (runs locally)"}, {"id": "skill:googleworkspace/cli/skills/persona-researcher", "name": "persona-researcher", "kind": "skill", "official": false, "desc": "Organize research — manage references, notes, and collaboration.", "repo": "https://github.com/googleworkspace/cli/tree/HEAD/skills/persona-researcher", "install": ["npx skills add googleworkspace/cli --skill persona-researcher"], "stars": 32308, "pushed": "2026-11-03T01:37:22Z", "license": "Apache-2.0", "plat": "workspace", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/plugins/cloud/google-cloud-developer/skills/finding-google-skills", "name": "finding-google-skills", "kind": "skill", "official": false, "desc": "Google platform decision and setup guidance, loaded on demand from Google's skill catalog. Use when a developer is choosing or setting up part of their stack, such as where to run a service, a database, storage, messaging, authentication, analytics, ads, or AI model serving, and a Google product is a reasonable candidate - whether or not a vendor is named - or when a request names a Google product or API. Brings in the matching Google skill so the answer can weigh Google options, their trade-off", "repo": "https://github.com/google/skills/tree/HEAD/plugins/cloud/google-cloud-developer/skills/finding-google-skills", "install": ["npx skills add google/skills --skill finding-google-skills"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:teng-lin/notebooklm-py", "name": "notebooklm", "kind": "skill", "official": false, "desc": "Install, authenticate, troubleshoot, and operate Gemini Notebook through the notebooklm-py CLI or typed async Python API. Use for notebook and source management, grounded chat and research, and artifact generation or download when the user mentions Gemini Notebook, notebooklm-py, the notebooklm CLI, or its Python API. Do not use for the generic Gemini API or unrelated content creation.", "repo": "https://github.com/teng-lin/notebooklm-py", "install": ["npx skills add teng-lin/notebooklm-py --skill notebooklm"], "stars": 20224, "pushed": "2026-11-13T23:14:19Z", "license": "MIT", "plat": "google notebooklm", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/ablation-planner", "name": "ablation-planner", "kind": "skill", "official": false, "desc": "Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/ablation-planner", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill ablation-planner"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/auto-paper-improvement-loop", "name": "auto-paper-improvement-loop", "kind": "skill", "official": false, "desc": "Autonomously improve a generated paper via GPT-6-Astra xhigh review → implement fixes → recompile, for 2 rounds. Use when user says \\\"改论文\\\", \\\"improve paper\\\", \\\"论文润色循环\\\", \\\"auto improve\\\", or wants to iteratively polish a generated paper.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/auto-paper-improvement-loop", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill auto-paper-improvement-loop"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/auto-review-loop", "name": "auto-review-loop", "kind": "skill", "official": false, "desc": "Autonomous multi-round research review loop. In Copilot CLI it defaults to the native complementary rubber-duck subagent with host-event model evidence; elsewhere it uses Codex, while explicit external reviewer overrides remain available. Implements fixes and re-reviews until a policy-approved positive assessment or max rounds is reached.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/auto-review-loop", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill auto-review-loop"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/citation-audit", "name": "citation-audit", "kind": "skill", "official": false, "desc": "Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations. Use when user says \\\"审查引用\\\", \\\"check citations\\\", \\\"citation audit\\\", \\\"verify references\\\", \\\"引用核对\\\", or before submission to ensure bibliography integrity.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/citation-audit", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-audit"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/citation-crosscheck", "name": "citation-crosscheck", "kind": "skill", "official": false, "desc": "Double-blind bibliographic cross-check: one agent extracts each cited entry verbatim from the local .bib, a second independently re-fetches the same paper's record from the web while blind to the .bib, and a third extractor emits a mechanical field-by-field delta to catch dropped/re-ordered authors, wrong years, wrong venues, and bad DOIs/arXiv ids. The main agent (never a shard) assigns the MATCH/MINOR/MISMATCH verdict per reference, and exports a side-by-side spreadsheet. Use when user says \\\"", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/citation-crosscheck", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill citation-crosscheck"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/comm-lit-review", "name": "comm-lit-review", "kind": "skill", "official": false, "desc": "Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or communication-system research and the user wants papers, related work, a survey, or a landscape summary.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/comm-lit-review", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill comm-lit-review"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/experiment-plan", "name": "experiment-plan", "kind": "skill", "official": false, "desc": "Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `research-refine`, or when the user asks for a detailed experiment plan, ablation matrix, evaluation protocol, run order, compute budget, or paper-ready validation that supports the core problem, novelty, simplicity, and any LLM / VLM / Diffusion / RL-based contribution.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/experiment-plan", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill experiment-plan"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/formula-derivation", "name": "formula-derivation", "kind": "skill", "official": false, "desc": "Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object still needs to be chosen, or the user needs a coherent derivation package rather than a finished theorem proof.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/formula-derivation", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill formula-derivation"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/grant-proposal", "name": "grant-proposal", "kind": "skill", "official": false, "desc": "Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use when user says \\\"write grant\\\", \\\"grant proposal\\\", \\\"申請書\\\", \\\"write KAKENHI\\\", \\\"科研費\\\", \\\"基金申请\\\", \\\"写基金\\\", \\\"NSF proposal\\\", or wants to turn research ideas into a funding application.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/grant-proposal", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill grant-proposal"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/idea-creator", "name": "idea-creator", "kind": "skill", "official": false, "desc": "Generate and rank research ideas given a broad direction. Use when user says \"找idea\", \"brainstorm ideas\", \"generate research ideas\", \"what can we work on\", or wants to explore a research area for publishable directions.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/idea-creator", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill idea-creator"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/idea-discovery", "name": "idea-discovery", "kind": "skill", "official": false, "desc": "Workflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. Use when user says \\\"找idea全流程\\\", \\\"idea discovery pipeline\\\", \\\"从零开始找方向\\\", or wants the complete idea exploration workflow.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/idea-discovery", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill idea-discovery"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/idea-discovery-robot", "name": "idea-discovery-robot", "kind": "skill", "official": false, "desc": "Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says \\\"robotics idea discovery\\\", \\\"机器人找idea\\\", \\\"embodied AI idea\\\", \\\"机器人方向探索\\\", \\\"sim2real 选题\\\", or wants ideas for manipulation, locomotion, navigation, drones, humanoids, or general robot learning.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/idea-discovery-robot", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill idea-discovery-robot"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/integrity-forensics", "name": "integrity-forensics", "kind": "skill", "official": false, "desc": "Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → a rules-only reporter that lists every proposal with what the auditor said about it) against a paper via a SHA-pinned thin launcher — then convert the verdict into a typed policy gate (BLOCK/WARN/NO_NEW_BLOCKER) and an append-only obligations ledger. Use when user says \\\"integrity forensics\\\", \\\"forensic audit this paper\\\", \\\"投稿前自查诚信\\\", \\\"审这篇论文的诚信\\\", or says \\\"anti-autoresearch\\\" ", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/integrity-forensics", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill integrity-forensics"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/kill-argument", "name": "kill-argument", "kind": "skill", "official": false, "desc": "Two-thread adversarial review: a fresh reviewer constructs the strongest 200-word rejection memo, then a second fresh reviewer defends the paper point-by-point and surfaces still-unresolved critical issues. Use when user says \\\"kill argument\\\", \\\"adversarial review\\\", \\\"hostile review\\\", \\\"rebuttal preparation\\\", \\\"reviewer-2 simulation\\\", or before submitting a theory paper that has already passed standard review rounds.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/kill-argument", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill kill-argument"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/novelty-check", "name": "novelty-check", "kind": "skill", "official": false, "desc": "Verify research idea novelty against recent literature. Use when user says \"查新\", \"novelty check\", \"有没有人做过\", \"check novelty\", or wants to verify a research idea is novel before implementing.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/novelty-check", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill novelty-check"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex-claude-review/novelty-check", "name": "novelty-check", "kind": "skill", "official": false, "desc": "Verify research idea novelty against recent literature. Use when user says \\\"查新\\\", \\\"novelty check\\\", \\\"有没有人做过\\\", \\\"check novelty\\\", or wants to verify a research idea is novel before implementing.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/skills-codex-claude-review/novelty-check", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill novelty-check"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/patent-novelty-check", "name": "patent-novelty-check", "kind": "skill", "official": false, "desc": "Assess patent novelty and non-obviousness against prior art. Use when user says \\\"专利查新\\\", \\\"patent novelty\\\", \\\"可专利性评估\\\", \\\"patentability check\\\", or wants to evaluate if an invention is patentable.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/patent-novelty-check", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill patent-novelty-check"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/research-lit", "name": "research-lit", "kind": "skill", "official": false, "desc": "Search and analyze research papers, find related work, summarize key ideas. Use when user says \"find papers\", \"related work\", \"literature review\", \"what does this paper say\", or needs to understand academic papers.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/research-lit", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill research-lit"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/research-lit", "name": "research-lit", "kind": "skill", "official": false, "desc": "Search and analyze research papers, find related work, summarize key ideas. Use when user says \\\"find papers\\\", \\\"related work\\\", \\\"literature review\\\", \\\"what does this paper say\\\", or needs to understand academic papers.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/skills-codex/research-lit", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill research-lit"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/research-refine", "name": "research-refine", "kind": "skill", "official": false, "desc": "Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-6-Astra review. Use when the user says \\\"refine my approach\\\", \\\"\\u5e2e\\u6211\\u7ec6\\u5316\\u65b9\\u6848\\\", \\\"decompose this problem\\\", \\\"\\u6253\\u78e8idea\\\", \\\"refine research plan\\\", \\\"\\u7ec6\\u5316\\u7814\\u7a76\\u65b9\\u6848\\\", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/skills-codex/research-refine", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill research-refine"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/research-review", "name": "research-review", "kind": "skill", "official": false, "desc": "Get a deep critical review of research from a fresh Codex agent or a selected Gemini, Grok, or Claude Code reviewer. Use when user says \\\"review my research\\\", \\\"help me review\\\", \\\"get external review\\\", or wants critical feedback on research ideas, papers, or experimental results.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/skills-codex/research-review", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill research-review"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Imbad0202/academic-research-skills-codex/plugins/ars-codex/skills/academic-research-suite", "name": "academic-research-suite", "kind": "skill", "official": false, "desc": "ARS-Codex research, writing, manuscript review, study screening, and experiments. Use for deep research, literature or systematic reviews, meta-analysis, research questions, drafts, revisions, roadmaps, abstracts, citations, integrity checks, peer review, research-to-paper. Screen records: sr-screener. Citation triggers: check citations, look over the refs, 檢查引用, 檢查參考文獻, 인용 확인, 인용 형식 검사. Korean: 논문 심사, 논문 수정, 초록 작성, 체계적 문헌고찰, 연구부터 논문까지. Español: revisión de literatura, revisar artículo, enmendar", "repo": "https://github.com/Imbad0202/academic-research-skills-codex/tree/HEAD/plugins/ars-codex/skills/academic-research-suite", "install": ["npx skills add Imbad0202/academic-research-skills-codex --skill academic-research-suite"], "stars": 14529, "pushed": "2026-11-06T05:45:42Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Orchestra-Research/AI-Research-SKILLs/21-research-ideation/brainstorming-research-ideas", "name": "brainstorming-research-ideas", "kind": "skill", "official": false, "desc": "Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between projects, or seeking novel angles on existing work.", "repo": "https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/21-research-ideation/brainstorming-research-ideas", "install": ["npx skills add Orchestra-Research/AI-Research-SKILLs --skill brainstorming-research-ideas"], "stars": 14526, "pushed": "2026-10-11T02:56:34Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Orchestra-Research/AI-Research-SKILLs/21-research-ideation/creative-thinking-for-research", "name": "creative-thinking-for-research", "kind": "skill", "official": false, "desc": "Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directions by leveraging combinatorial creativity, analogical reasoning, constraint manipulation, and other empirically grounded creative strategies.", "repo": "https://github.com/Orchestra-Research/AI-Research-SKILLs/tree/HEAD/21-research-ideation/creative-thinking-for-research", "install": ["npx skills add Orchestra-Research/AI-Research-SKILLs --skill creative-thinking-for-research"], "stars": 14526, "pushed": "2026-10-11T02:56:34Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:HKUSTDial/Supervisor-Skills/skills/benchmark-paper-template", "name": "benchmark-paper-template", "kind": "skill", "official": false, "desc": "Structures Benchmark and Evaluation papers using the five-pillar framework (Research Gap, Construction Pipeline, Evaluation Framework, Empirical Findings, optional Companion Method). Returns a completeness audit, a six-part Introduction logic chain, a Section 2-7 skeleton, and a pre-submission checklist. Use when writing a benchmark paper, structuring a benchmark paper, checking whether a benchmark idea is substantive, drafting a benchmark Introduction, or planning the data-construction pipeline", "repo": "https://github.com/HKUSTDial/Supervisor-Skills/tree/HEAD/skills/benchmark-paper-template", "install": ["npx skills add HKUSTDial/Supervisor-Skills --skill benchmark-paper-template"], "stars": 12470, "pushed": "2026-11-05T10:47:19Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:HKUSTDial/Supervisor-Skills/skills/deep-research", "name": "deep-research", "kind": "skill", "official": false, "desc": "Runs a deep, survey-grade literature investigation on a research topic: freezes research questions, searches from multiple adversarial perspectives, verifies every citation, synthesizes evidence into a MECE taxonomy with in-sentence cross-comparison, and answers the research questions in an evidence-first report. Use when the user asks for a literature review, a survey of a field, research landscape mapping, or a deep dive into what is known about a topic.", "repo": "https://github.com/HKUSTDial/Supervisor-Skills/tree/HEAD/skills/deep-research", "install": ["npx skills add HKUSTDial/Supervisor-Skills --skill deep-research"], "stars": 12470, "pushed": "2026-11-05T10:47:19Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:HKUSTDial/Supervisor-Skills/skills/figure-designer", "name": "figure-designer", "kind": "skill", "official": false, "desc": "Advises on the design of the three core figures in a technical paper: the Motivated Example (Figure 1), the Solution Overview (Methodology), and the Experimental Results figures. Recommends the right design paradigm, layout, labelling, and tool for each figure type, then runs a quality-control audit. Use when the user asks to 'design a figure', 'draw Figure 1', 'plot experiment results', 'choose the right chart type', 'which figure tool to use', or 'figure looks unprofessional'.", "repo": "https://github.com/HKUSTDial/Supervisor-Skills/tree/HEAD/skills/figure-designer", "install": ["npx skills add HKUSTDial/Supervisor-Skills --skill figure-designer"], "stars": 12470, "pushed": "2026-11-05T10:47:19Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:HKUSTDial/Supervisor-Skills/skills/idea-evaluator", "name": "idea-evaluator", "kind": "skill", "official": false, "desc": "Evaluates a preliminary research idea against a five-dimension framework (Higher, Faster, Stronger, Cheaper, Broader) plus idea-lifecycle and student-capability matching, paradigm-shift probing, and a fatal-flaws audit. Returns a reviewer-style verdict; non-STEM ideas route to substitute frameworks. Use when the user has a draft research idea and asks whether it is worth pursuing, asks to 'evaluate this idea', 'score this idea', 'assess feasibility', 'novelty check', 'is this a good research dir", "repo": "https://github.com/HKUSTDial/Supervisor-Skills/tree/HEAD/skills/idea-evaluator", "install": ["npx skills add HKUSTDial/Supervisor-Skills --skill idea-evaluator"], "stars": 12470, "pushed": "2026-11-05T10:47:19Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:HKUSTDial/Supervisor-Skills/skills/intro-drafter", "name": "intro-drafter", "kind": "skill", "official": false, "desc": "Drafts the Introduction prose for a technical paper, guided internally by a six-paragraph flowchart: background and running example, existing limitations, problem essence and goal, key challenges, solution overview, contributions. Positions the paper as Technique or New Problem/Setting, aligns contributions with challenges, and weaves verified citations. Outputs flowing prose by default, or an outline on request. Use when the user asks to draft, outline, or restructure an Introduction.", "repo": "https://github.com/HKUSTDial/Supervisor-Skills/tree/HEAD/skills/intro-drafter", "install": ["npx skills add HKUSTDial/Supervisor-Skills --skill intro-drafter"], "stars": 12470, "pushed": "2026-11-05T10:47:19Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:HKUSTDial/Supervisor-Skills/skills/paper-polish", "name": "paper-polish", "kind": "skill", "official": false, "desc": "Polishes existing academic prose while preserving the author's meaning: grammar and flow repair, tone calibration against evidence strength, AI-tone removal, and Chinese-to-English rewriting at submission quality. Never fabricates data, citations, or claims, and flags any edit that could change scientific meaning. Use when the user asks to polish a draft, fix awkward wording, remove AI flavor, translate a Chinese manuscript into publishable English, or tone down overclaiming.", "repo": "https://github.com/HKUSTDial/Supervisor-Skills/tree/HEAD/skills/paper-polish", "install": ["npx skills add HKUSTDial/Supervisor-Skills --skill paper-polish"], "stars": 12470, "pushed": "2026-11-05T10:47:19Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:HKUSTDial/Supervisor-Skills/skills/paper-writer", "name": "paper-writer", "kind": "skill", "official": false, "desc": "Drafts publishable paper prose from the author's own materials, from a single paragraph to a full manuscript, across STEM and non-STEM fields. Every factual claim traces to user input, verified retrieval, or field common knowledge; citations pass an independent verification ladder; delivery is clean prose with zero placeholder tags. Use when the user asks to write a section, turn an idea or results into paper text, or draft a full paper.", "repo": "https://github.com/HKUSTDial/Supervisor-Skills/tree/HEAD/skills/paper-writer", "install": ["npx skills add HKUSTDial/Supervisor-Skills --skill paper-writer"], "stars": 12470, "pushed": "2026-11-05T10:47:19Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:HKUSTDial/Supervisor-Skills/skills/pre-submission-reviewer", "name": "pre-submission-reviewer", "kind": "skill", "official": false, "desc": "Runs a pre-submission review of a technical paper across five dimensions: macro logic, writing details, English grammar, LaTeX formatting, and figure quality. Uses a reviewer-style severity taxonomy (CRITICAL / MAJOR / MINOR) and flags banned AI-tone vocabulary and em-dash misuse. Use when the user asks to 'review this paper', 'audit before submission', 'check the draft', 'find issues', 'proofread', or within one week of a submission deadline.", "repo": "https://github.com/HKUSTDial/Supervisor-Skills/tree/HEAD/skills/pre-submission-reviewer", "install": ["npx skills add HKUSTDial/Supervisor-Skills --skill pre-submission-reviewer"], "stars": 12470, "pushed": "2026-11-05T10:47:19Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:HKUSTDial/Supervisor-Skills/skills/rebuttal-guidance", "name": "rebuttal-guidance", "kind": "skill", "official": false, "desc": "Provides actionable peer-review rebuttal guidance (not full rebuttal prose) using conditional persuasion P(Z|X,Y): match reviewer mindset X, recommend strategy Y, optionally ground in manuscript evidence and similar successful historical (review, rebuttal) pairs. Use when the user pastes reviewer comments, asks for rebuttal help, rebuttal guidance, response to reviewers, how to reply to R1.W2, OpenReview rebuttal, or the reviewer ignored the rebuttal.", "repo": "https://github.com/HKUSTDial/Supervisor-Skills/tree/HEAD/skills/rebuttal-guidance", "install": ["npx skills add HKUSTDial/Supervisor-Skills --skill rebuttal-guidance"], "stars": 12470, "pushed": "2026-11-05T10:47:19Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:HKUSTDial/Supervisor-Skills/skills/tech-paper-template", "name": "tech-paper-template", "kind": "skill", "official": false, "desc": "Structures a technical paper's full logical skeleton using a thinking-template table (research background, limitations, key idea or goal, challenges, methodology modules, contributions), positions the paper as Technique or New Problem/Setting, and runs a four-point self-consistency check. Use when the user is brainstorming a paper, discussing progress with an advisor, or planning the paper before drafting. Also use for 'paper skeleton', 'paper logic chain', 'thinking template', 'paper-structure ", "repo": "https://github.com/HKUSTDial/Supervisor-Skills/tree/HEAD/skills/tech-paper-template", "install": ["npx skills add HKUSTDial/Supervisor-Skills --skill tech-paper-template"], "stars": 12470, "pushed": "2026-11-05T10:47:19Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:anbeime/skill/skills/paper-analysis-assistant/paper-analysis-assistant", "name": "paper-analysis-assistant", "kind": "skill", "official": false, "desc": "其他高等院校教师与数据科学家在追踪前沿学术时，当需要深度解析arXiv论文，用此技能可一键下载PDF并自动生成词频分析、双人播客、交互式网页、PPT演示与总结图，将数小时的文献阅读转化为多媒体内容，效率提升十倍！", "repo": "https://github.com/anbeime/skill/tree/HEAD/skills/paper-analysis-assistant/paper-analysis-assistant", "install": ["npx skills add anbeime/skill --skill paper-analysis-assistant"], "stars": 9543, "pushed": "2026-11-14T02:12:26Z", "license": "NOASSERTION", "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "skill:zenstory-ai/oh-story-claudecode/skills/story-long-scan", "name": "story-long-scan", "kind": "skill", "official": false, "desc": "长篇网文扫榜。分析起点、番茄、晋江、七猫等平台排行榜与新书数据，提炼市场趋势与热门题材。触发方式：/story-long-scan、/长篇扫榜、「长篇什么火」「起点排行」「扫七猫新书」。", "repo": "https://github.com/zenstory-ai/oh-story-claudecode/tree/HEAD/skills/story-long-scan", "install": ["npx skills add zenstory-ai/oh-story-claudecode --skill story-long-scan"], "stars": 8581, "pushed": "2026-11-13T06:27:00Z", "license": "MIT", "plat": "起点、番茄、晋江、七猫", "live": "Not checked (runs locally)"}, {"id": "skill:zenstory-ai/oh-story-claudecode/skills/story-short-scan", "name": "story-short-scan", "kind": "skill", "official": false, "desc": "短篇网文扫榜。分析知乎盐言、七猫、黑岩、点众等平台热门短篇数据，捕捉风口题材。触发方式：/story-short-scan、/短篇扫榜、「短篇什么火」「知乎故事排行」。", "repo": "https://github.com/zenstory-ai/oh-story-claudecode/tree/HEAD/skills/story-short-scan", "install": ["npx skills add zenstory-ai/oh-story-claudecode --skill story-short-scan"], "stars": 8581, "pushed": "2026-11-13T06:27:00Z", "license": "MIT", "plat": "知乎盐言、七猫、黑岩、点众", "live": "Not checked (runs locally)"}, {"id": "skill:deanpeters/Product-Manager-Skills/plugins/pm-discover/skills/research-synthesis", "name": "research-synthesis", "kind": "skill", "official": false, "desc": "Turn raw interview notes and feedback into themes, insights, and opportunity statements. Use when you have a pile of research and need to know what it says before deciding anything.", "repo": "https://github.com/deanpeters/Product-Manager-Skills/tree/HEAD/plugins/pm-discover/skills/research-synthesis", "install": ["npx skills add deanpeters/Product-Manager-Skills --skill research-synthesis"], "stars": 8014, "pushed": "2026-11-13T15:19:58Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:deanpeters/Product-Manager-Skills/plugins/pm-discover/skills/survey-design-advisor", "name": "survey-design-advisor", "kind": "skill", "official": false, "desc": "Decide whether a survey is the right tool, then shape it. Use when you're about to send a survey and want to learn something real instead of collecting biased, unusable answers.", "repo": "https://github.com/deanpeters/Product-Manager-Skills/tree/HEAD/plugins/pm-discover/skills/survey-design-advisor", "install": ["npx skills add deanpeters/Product-Manager-Skills --skill survey-design-advisor"], "stars": 8014, "pushed": "2026-11-13T15:19:58Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:lijigang/ljg-skills/skills/ljg-book", "name": "ljg-book", "kind": "skill", "official": false, "desc": "Explain a whole book to readers without specialist knowledge: what it follows, how its main threads connect, where it ends, and how its evidence or events change understanding. Keep the book's specific content; a general lesson alone is not enough. USE WHEN given a book title, PDF, EPUB, excerpt, or asked 拆书, 分析这本书, 这本书在讲什么, 压缩一本书, or book. Defaults to a saved Org note. NOT FOR chapter summaries, papers, formal reviews, or single-concept deep dives.", "repo": "https://github.com/lijigang/ljg-skills/tree/HEAD/skills/ljg-book", "install": ["npx skills add lijigang/ljg-skills --skill ljg-book"], "stars": 7740, "pushed": "2026-11-02T09:23:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:lijigang/ljg-skills/skills/ljg-learn", "name": "ljg-learn", "kind": "skill", "official": false, "desc": "Deep concept anatomist that deconstructs any concept through 8 exploration dimensions (history, dialectics, phenomenology, linguistics, formalization, existentialism, aesthetics, meta-philosophy) and compresses insights into an epiphany. Use when user asks to explain, dissect, or deeply understand a concept, term, or idea. Triggers on '解剖概念', '概念解剖', 'explain concept', 'learn concept', '/ljg-learn'. Produces markdown output.", "repo": "https://github.com/lijigang/ljg-skills/tree/HEAD/skills/ljg-learn", "install": ["npx skills add lijigang/ljg-skills --skill ljg-learn"], "stars": 7740, "pushed": "2026-11-02T09:23:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:lijigang/ljg-skills/skills/ljg-paper", "name": "ljg-paper", "kind": "skill", "official": false, "desc": "Explain research papers to readers without a specialist background: what the paper studies, what the authors contribute, how the findings follow, and what the evidence does not establish. USE WHEN the user shares an arXiv link, paper URL, PDF, local paper, or paper title, or asks to read, explain, analyze, or understand a paper. Defaults to a saved Markdown note. NOT FOR reproduction, formal peer review, benchmark tables, or literature surveys.", "repo": "https://github.com/lijigang/ljg-skills/tree/HEAD/skills/ljg-paper", "install": ["npx skills add lijigang/ljg-skills --skill ljg-paper"], "stars": 7740, "pushed": "2026-11-02T09:23:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:OpenSenseNova/SenseNova-Skills/skills/sn-deep-research", "name": "sn-deep-research", "kind": "skill", "official": false, "desc": "用于用户请求深度研究、系统性研究、竞品分析、方案对比、趋势分析或事实核查时。**遇到以下任一情况就主动使用本 skill，不要自行搜几条就回答**：①用户出现触发词：深度研究 / 深度调研 / 深入研究 / 全面研究 / 系统研究 / 调研 / 调查 / 尽调 / 行业研究 / 市场研究 / 竞品分析 / 政策研究 / 技术研究 / 趋势研究 / 事实核查 / 写一份研究报告 / 调研报告 / 深度报告 / research / deep research；②请求需要跨多来源取证、多维度对比、交叉验证才能给出可靠结论；③用户要求产出报告、白皮书、行业分析或尽调文档；④话题涉及最新政策/市场/产品/价格/法规，需要系统核查。无核验要求的简单常识问答不使用。模糊或宽泛的\"研究/了解一下 X\"也优先触发。仅不用于：一句话摘要、已给定单一来源的整理、纯文字润色改写。", "repo": "https://github.com/OpenSenseNova/SenseNova-Skills/tree/HEAD/skills/sn-deep-research", "install": ["npx skills add OpenSenseNova/SenseNova-Skills --skill sn-deep-research"], "stars": 6079, "pushed": "2026-11-13T10:18:04Z", "license": "MIT", "plat": "sensenova", "live": "Not checked (runs locally)"}, {"id": "skill:OpenSenseNova/SenseNova-Skills/skills/sn-deepresearch-cli", "name": "sn-deepresearch-cli", "kind": "skill", "official": false, "desc": "一键启用 SenseNova-Skills-DeepResearch，用于行业与市场研究、竞品分析、政策或技术调研、商业尽调、趋势分析、方案对比、事实核查，以及研究报告、白皮书等交付场景。用户提出深度研究、调研、调查、尽调、research/deepresearch，或任务需要跨来源取证、多维度比较和交叉验证时主动使用；Skill 会完成环境检查、SenseNova-Skills-DeepResearch 安装或升级、Harness 与 Search/Camofox 准备、参数确认、研究启动和 Web 进度提示。简单常识问答、单一来源整理和纯文字润色不使用。", "repo": "https://github.com/OpenSenseNova/SenseNova-Skills/tree/HEAD/skills/sn-deepresearch-cli", "install": ["npx skills add OpenSenseNova/SenseNova-Skills --skill sn-deepresearch-cli"], "stars": 6079, "pushed": "2026-11-13T10:18:04Z", "license": "MIT", "plat": "sensenova", "live": "Not checked (runs locally)"}, {"id": "skill:OpenSenseNova/SenseNova-Skills/skills/sn-report-format-discovery", "name": "sn-report-format-discovery", "kind": "skill", "official": false, "desc": "用于用户希望推荐研究成品形式，或最终形式无法从需求中直接判断时。把需求解析为一个简短的 format 字符串，不创建格式文件或 schema。", "repo": "https://github.com/OpenSenseNova/SenseNova-Skills/tree/HEAD/skills/sn-report-format-discovery", "install": ["npx skills add OpenSenseNova/SenseNova-Skills --skill sn-report-format-discovery"], "stars": 6079, "pushed": "2026-11-13T10:18:04Z", "license": "MIT", "plat": "sensenova", "live": "Not checked (runs locally)"}, {"id": "skill:OpenSenseNova/SenseNova-Skills/skills/sn-research-report", "name": "sn-research-report", "kind": "skill", "official": false, "desc": "用于撰写或组织研究报告结构。按读者认知任务（全景/对比/调查/时序）和领域惯例（学术/医疗/法律/政策）选择报告模板。", "repo": "https://github.com/OpenSenseNova/SenseNova-Skills/tree/HEAD/skills/sn-research-report", "install": ["npx skills add OpenSenseNova/SenseNova-Skills --skill sn-research-report"], "stars": 6079, "pushed": "2026-11-13T10:18:04Z", "license": "MIT", "plat": "sensenova", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/open-science/resources/skills/literature-review", "name": "literature-review", "kind": "skill", "official": false, "desc": "Find, verify, and synthesize scientific literature — from \"what's the seminal paper for X\" through full multi-source reviews. Covers grounding claims in real retrieved sources, avoiding fabricated citations, handling retractions, and calibrating confidence to evidence strength.", "repo": "https://github.com/aipoch/open-science/tree/HEAD/resources/skills/literature-review", "install": ["npx skills add aipoch/open-science --skill literature-review"], "stars": 5526, "pushed": "2026-11-14T01:41:01Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/open-science/packages/research-film/resources/authoring", "name": "open-science-case-demo-video", "kind": "skill", "official": false, "desc": "Author the existing video.json screenplay and JavaScript animation bodies for Open-Science Research film. The application provides the session snapshot, model calls, English narration, dynamic HTML playback and optional desktop MP4 export.", "repo": "https://github.com/aipoch/open-science/tree/HEAD/packages/research-film/resources/authoring", "install": ["npx skills add aipoch/open-science --skill open-science-case-demo-video"], "stars": 5526, "pushed": "2026-11-14T01:41:01Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/open-science/resources/skills/paper-narrative", "name": "paper-narrative", "kind": "skill", "official": false, "desc": "Judge and reshape the story told by an entire paper figure deck. Use when writing or revising a paper to derive a grounded brief from the manuscript and captions, review the full deck as a handling editor, and hand an ordered figure arc to `figure-composer`.", "repo": "https://github.com/aipoch/open-science/tree/HEAD/resources/skills/paper-narrative", "install": ["npx skills add aipoch/open-science --skill paper-narrative"], "stars": 5526, "pushed": "2026-11-14T01:41:01Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/25-HosungYou-Diverga/skills/a1", "name": "a1", "kind": "skill", "official": false, "desc": "VS-Enhanced Research Question Refiner - Prevents Mode Collapse and derives differentiated research questions Enhanced VS 3-Phase process: Modal question avoidance, alternatives presentation, differentiated RQ recommendation Use when: refining research ideas, formulating research questions, clarifying scope Triggers: research question, 연구 질문, PICO, SPIDER, research idea", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/25-HosungYou-Diverga/skills/a1", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill a1"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/25-HosungYou-Diverga/skills/a2", "name": "a2", "kind": "skill", "official": false, "desc": "VS-Enhanced Theoretical Framework Architect with Critique & Visualization Full VS 5-Phase process: Modal theory avoidance, Long-tail exploration, differentiated framework presentation Absorbed A3 (Devil's Advocate) critique and A6 (Conceptual Framework Visualizer) capabilities Use when: building theoretical foundations, designing conceptual models, deriving hypotheses, critiquing frameworks, visualizing models Triggers: theoretical framework, 이론적 프레임워크, conceptual model, 개념적 모형, hypothesis deriv", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/25-HosungYou-Diverga/skills/a2", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill a2"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/25-HosungYou-Diverga/skills/a5", "name": "a5", "kind": "skill", "official": false, "desc": "Agent A5 - Paradigm & Worldview Advisor - Philosophical foundations for research design. Covers ontology, epistemology, axiology, and methodology alignment. Use when: establishing philosophical foundations, justifying methodological choices, writing positionality statements Triggers: paradigm, 패러다임, ontology, epistemology, worldview, 세계관, philosophical foundations, 철학적 기초", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/25-HosungYou-Diverga/skills/a5", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill a5"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/29-quarcs-lab-project20XXy/dot-claude/skills/abstract", "name": "abstract", "kind": "skill", "official": false, "desc": "Reads the manuscript and notebooks to generate a structured abstract. Use when writing or updating the abstract.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/29-quarcs-lab-project20XXy/dot-claude/skills/abstract", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill abstract"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/24-Imbad0202-academic-research-skills/academic-paper", "name": "academic-paper", "kind": "skill", "official": false, "desc": "Academic paper writing skill with 12-agent pipeline. v2.5: Style Calibration (learn author's writing voice from past papers) + Writing Quality Check (writing quality checklist for natural prose). Supports IMRaD, literature review, theoretical, case study, policy brief, and conference paper structures. APA 7.0 (default), Chicago, MLA, IEEE, Vancouver citation formats. Bilingual abstracts (zh-TW + EN). Multi-format output (LaTeX, DOCX, PDF, Markdown). Triggers on: write paper, academic paper, pape", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/24-Imbad0202-academic-research-skills/academic-paper", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill academic-paper"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/24-Imbad0202-academic-research-skills/academic-paper-reviewer", "name": "academic-paper-reviewer", "kind": "skill", "official": false, "desc": "Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full review, re-review (verification), quick assessment, methodology focus, and Socratic guided modes. Triggers on: review paper, peer review, manuscript review, referee report, review my paper, critique paper, simulate review, editorial review.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/24-Imbad0202-academic-research-skills/academic-paper-reviewer", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill academic-paper-reviewer"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/27-dariia-m-my_claude_skills/paper_verification", "name": "academic-paper-verify", "kind": "skill", "official": false, "desc": "Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files. Use this skill whenever you need to audit, replicate, or verify an academic research paper - including cross-checking LaTeX tables against R output, validating econometric modeling choices, ensuring sample sizes are consistent, building a verification manifest, and running automated replication tests. Trigger this skill for any mention of: p", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/27-dariia-m-my_claude_skills/paper_verification", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill academic-paper-verify"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/27-dariia-m-my_claude_skills/academic_writing", "name": "academic-writing", "kind": "skill", "official": false, "desc": "Activate when the user is drafting any academic economics content from scratch (e.g., outlines, abstracts, introductions, data/methods/identification sections, results narratives, conclusions, referee responses, table/figure captions) and needs economics-specific structure, phrasing options, and quality checks to produce publication-ready prose.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/27-dariia-m-my_claude_skills/academic_writing", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill academic-writing"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/19-CuellarC05-vera-economic-intelligence/ai-augmented-economist", "name": "ai-augmented-economist", "kind": "skill", "official": false, "desc": "Integrate AI tools into economic research, teaching, and policy analysis with attention to privacy and reproducibility.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/19-CuellarC05-vera-economic-intelligence/ai-augmented-economist", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill ai-augmented-economist"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/05-kthorn-research-superpower/research/answering-research-questions", "name": "Answering Research Questions", "kind": "skill", "official": false, "desc": "Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/05-kthorn-research-superpower/research/answering-research-questions", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill Answering Research Questions"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/22-christopherkenny-skills/skills/assess-outline", "name": "assess-outline", "kind": "skill", "official": false, "desc": "Assesses a research paper outline (.qmd file) against structured criteria from Kosuke Imai''s empirical research guide. Evaluates the abstract and section outline for: research question clarity, stated contributions, hypotheses and testable implications, data description, planned results and inferential approach, and robustness checks. Detects causal papers from the abstract and conditionally assesses identification strategy only when causal framing is present. Produces a structured markdown rep", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/22-christopherkenny-skills/skills/assess-outline", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill assess-outline"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/26-Data-Wise-scholar/skills/mathematical/asymptotic-theory", "name": "asymptotic-theory", "kind": "skill", "official": false, "desc": "M-estimation, influence functions, and semiparametric efficiency theory for causal inference", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/26-Data-Wise-scholar/skills/mathematical/asymptotic-theory", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill asymptotic-theory"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/25-HosungYou-Diverga/skills/b1", "name": "b1", "kind": "skill", "official": false, "desc": "VS-Enhanced Literature Review Strategist - Comprehensive support for multiple review methodologies Full VS 5-Phase process: Prevents Mode Collapse and presents creative search strategies Supports: Systematic Review (PRISMA 2020), Scoping Review (JBI/PRISMA-ScR), Meta-Synthesis, Realist Synthesis, Narrative Review, Rapid Review Use when: conducting any type of literature review, systematic reviews, meta-analyses, scoping reviews, finding prior research Triggers: literature review, PRISMA, systema", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/25-HosungYou-Diverga/skills/b1", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill b1"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/25-HosungYou-Diverga/skills/b2", "name": "b2", "kind": "skill", "official": false, "desc": "VS-Enhanced Evidence Quality Appraiser - Prevents Mode Collapse with context-adaptive quality assessment Enhanced VS 3-Phase process: Avoids automatic tool application, delivers research-specific evaluation strategies Use when: appraising study quality, assessing risk of bias, grading evidence Triggers: quality appraisal, RoB, GRADE, Newcastle-Ottawa, risk of bias, methodological quality", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/25-HosungYou-Diverga/skills/b2", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill b2"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/23-Learning-Bayesian-Statistics-baygent-skills/bayesian-workflow", "name": "bayesian-workflow", "kind": "skill", "official": false, "desc": "Opinionated Bayesian modeling workflow with PyMC and ArviZ. Contains critical guardrails (nutpie sampler, prior/posterior predictive checks, LOO-PIT calibration, prior sensitivity checks, 94% HDI, non-centered parameterizations, reproducible seeds) that agents won't apply unprompted — always consult before writing Bayesian model code. Trigger on: building probabilistic/Bayesian models, prior elicitation, MCMC inference, convergence diagnostics (divergences, R-hat, ESS), model comparison (LOO-CV,", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/23-Learning-Bayesian-Statistics-baygent-skills/bayesian-workflow", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill bayesian-workflow"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/29-quarcs-lab-project20XXy/dot-claude/skills/bib-check", "name": "bib-check", "kind": "skill", "official": false, "desc": "Cross-checks citation keys in index.qmd against references.bib, reporting missing, orphaned, and duplicate entries. Use when verifying citations.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/29-quarcs-lab-project20XXy/dot-claude/skills/bib-check", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill bib-check"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/05-kthorn-research-superpower/research/building-screening-rubrics", "name": "Building Paper Screening Rubrics", "kind": "skill", "official": false, "desc": "Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/05-kthorn-research-superpower/research/building-screening-rubrics", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill Building Paper Screening Rubrics"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/25-HosungYou-Diverga/skills/c1", "name": "c1", "kind": "skill", "official": false, "desc": "VS-Enhanced Quantitative Design Consultant with Materials & Sampling Enhanced VS 3-Phase process: Avoids obvious experimental designs, proposes context-optimal quantitative strategies Absorbed C4 (Experimental Materials Developer) and D1 (Sampling Strategy Advisor) capabilities Use when: selecting quantitative research design, planning experimental/survey methodology, power analysis, developing materials, sampling Triggers: RCT, quasi-experimental, experimental design, survey design, power analy", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/25-HosungYou-Diverga/skills/c1", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill c1"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/25-HosungYou-Diverga/skills/c2", "name": "c2", "kind": "skill", "official": false, "desc": "VS-Enhanced Qualitative Design Consultant with Ethnography & Action Research Enhanced VS 3-Phase process: Avoids overused phenomenology, proposes context-optimal qualitative strategies Absorbed H1 (Ethnographic Research Advisor) and H2 (Action Research Facilitator) capabilities Use when: selecting qualitative research design, planning phenomenology/grounded theory/case study/ethnography/action research Triggers: phenomenology, 현상학, grounded theory, 근거이론, case study, 사례연구, narrative inquiry, ethn", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/25-HosungYou-Diverga/skills/c2", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill c2"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/25-HosungYou-Diverga/skills/c3", "name": "c3", "kind": "skill", "official": false, "desc": "Agent C3 - Mixed Methods Design Consultant Comprehensive mixed methods research design specialist covering sequential, concurrent, embedded, and multiphase designs with Morse notation. Core Capabilities: - Sequential Explanatory (QUAN → qual): Explain quantitative results - Sequential Exploratory (QUAL → quan): Develop instruments - Convergent Parallel (QUAN + QUAL): Comprehensive understanding - Embedded (QUAN(qual)): Secondary strand addresses different question - Multiphase: Long-term project", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/25-HosungYou-Diverga/skills/c3", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill c3"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/25-HosungYou-Diverga/skills/c5", "name": "c5", "kind": "skill", "official": false, "desc": "Meta-Analysis Master with Data Integrity, Effect Size, Error Prevention & Sensitivity Multi-gate validation and workflow orchestration for meta-analysis. Absorbed C6 (Data Integrity Guard), C7 (Error Prevention Engine), B3 (Effect Size Extractor), E5 (Sensitivity Analysis - Meta) capabilities Triggers: meta-analysis, pooled effect, heterogeneity, forest plot, funnel plot, Hedges g, data integrity, effect size extraction, sensitivity analysis", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/25-HosungYou-Diverga/skills/c5", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill c5"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/23-Learning-Bayesian-Statistics-baygent-skills/causal-inference", "name": "causal-inference", "kind": "skill", "official": false, "desc": "Production-grade Bayesian causal inference with PyMC, CausalPy, and DoWhy. Enforces DAG-first thinking, mandatory user checkpoints for assumptions, design-specific refutation, and defensible reporting with causal language guardrails. Trigger on: causal inference, causal effect estimation, treatment effects, counterfactuals, difference-in-differences (DiD), synthetic control, regression discontinuity (RDD), interrupted time series (ITS), instrumental variables (IV), propensity scores, DAGs, causa", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/23-Learning-Bayesian-Statistics-baygent-skills/causal-inference", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill causal-inference"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/05-kthorn-research-superpower/research/checking-chembl", "name": "Checking ChEMBL for Structured SAR Data", "kind": "skill", "official": false, "desc": "Check if medicinal chemistry papers are in ChEMBL database to access curated bioactivity data", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/05-kthorn-research-superpower/research/checking-chembl", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill Checking ChEMBL for Structured SAR Data"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "chembl", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/29-quarcs-lab-project20XXy/dot-claude/skills/cite", "name": "cite", "kind": "skill", "official": false, "desc": "Finds a paper by title, author, or DOI, adds BibTeX to references.bib, and shows citation syntax. Use when adding a reference.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/29-quarcs-lab-project20XXy/dot-claude/skills/cite", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill cite"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/05-kthorn-research-superpower/research/cleaning-up-research-sessions", "name": "Cleaning Up Research Sessions", "kind": "skill", "official": false, "desc": "Safely remove intermediate files from completed research sessions while preserving important data", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/05-kthorn-research-superpower/research/cleaning-up-research-sessions", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill Cleaning Up Research Sessions"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/26-Data-Wise-scholar/skills/research/cross-disciplinary-ideation", "name": "cross-disciplinary-ideation", "kind": "skill", "official": false, "desc": "Field connection mapping and systematic ideation for method transfer", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/26-Data-Wise-scholar/skills/research/cross-disciplinary-ideation", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill cross-disciplinary-ideation"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/25-HosungYou-Diverga/skills/d2", "name": "d2", "kind": "skill", "official": false, "desc": "Agent D2 - Data Collection Specialist - Interviews, Focus Groups & Observation. Covers protocol development, question design, probing strategies, transcription conventions, and systematic observation. Absorbed D3 (Observation Protocol Designer) capabilities.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/25-HosungYou-Diverga/skills/d2", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill d2"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/25-HosungYou-Diverga/skills/d4", "name": "d4", "kind": "skill", "official": false, "desc": "Agent D4 - Measurement Instrument Developer - Scale construction and psychometric validation. Covers item development, validity evidence, and reliability testing for social science research.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/25-HosungYou-Diverga/skills/d4", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill d4"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/24-Imbad0202-academic-research-skills/deep-research", "name": "deep-research", "kind": "skill", "official": false, "desc": "Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report compilation, editorial review, d", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/24-Imbad0202-academic-research-skills/deep-research", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill deep-research"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/devils-advocate", "name": "devils-advocate", "kind": "skill", "official": false, "desc": "Challenge research design decisions, assumptions, and methodology choices with specific critical questions. Helps strengthen the paper before submission.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/devils-advocate", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill devils-advocate"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/28-maxwell2732-paper-replicate-agent-demo/dot-claude/skills/devils-advocate", "name": "devils-advocate", "kind": "skill", "official": false, "desc": "Challenge a slide deck design with 5-7 specific pedagogical questions. Checks ordering, prerequisites, gaps, alternatives, notation conflicts, cognitive load, and book readiness.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/28-maxwell2732-paper-replicate-agent-demo/dot-claude/skills/devils-advocate", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill devils-advocate"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/25-HosungYou-Diverga/skills/diverga", "name": "diverga", "kind": "skill", "official": false, "desc": "Diverga Dashboard - Live configuration status and feature overview. 24 specialized agents across 9 categories for social science research. VS methodology prevents mode collapse. Human checkpoints enforce human-in-the-loop decisions. Triggers: /diverga, diverga dashboard, diverga status", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/25-HosungYou-Diverga/skills/diverga", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill diverga"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/27-dariia-m-my_claude_skills/abstract", "name": "econ-abstract-writing", "kind": "skill", "official": false, "desc": "Guide for writing the abstract of an academic economics paper. Use this skill whenever the user asks for help writing, drafting, revising, or structuring an abstract for an economics paper - whether empirical micro, development economics, applied economics, or related fields. Also trigger when the user mentions \"abstract,\" \"paper summary,\" or asks how to compress their findings into a short description. This skill synthesizes best practices from David Evans (CGDev), Marc Bellemare, and patterns ", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/27-dariia-m-my_claude_skills/abstract", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill econ-abstract-writing"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/27-dariia-m-my_claude_skills/econ_intro_writing", "name": "econ-intro-writing", "kind": "skill", "official": false, "desc": "Guide for writing the introduction to an academic economics paper. Use this skill whenever the user asks for help writing, drafting, revising, or structuring an introduction to an economics paper - whether empirical micro, development economics, applied economics, or related fields. Also trigger when the user mentions \"intro,\" \"introduction section,\" \"opening paragraphs,\" or asks how to motivate, frame, or present their research question in a paper. This skill synthesizes best practices from Dav", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/27-dariia-m-my_claude_skills/econ_intro_writing", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill econ-intro-writing"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/05-kthorn-research-superpower/research/evaluating-paper-relevance", "name": "Evaluating Paper Relevance", "kind": "skill", "official": false, "desc": "Two-stage paper screening - abstract scoring then deep dive for specific data extraction", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/05-kthorn-research-superpower/research/evaluating-paper-relevance", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill Evaluating Paper Relevance"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/27-dariia-m-my_claude_skills/event-studies", "name": "event-study", "kind": "skill", "official": false, "desc": "Use this skill whenever the user wants to conduct an event study, create event study plots, test for parallel trends, implement difference-in-differences designs, or work with any panel data estimation that involves pre/post treatment comparisons. Trigger on phrases like \"event study\", \"parallel trends\", \"pre-trends\", \"dynamic treatment effects\", \"leads and lags\", \"TWFE\", \"two-way fixed effects\", \"staggered adoption\", \"staggered treatment\", \"difference-in-differences\", \"DiD\", \"Sun and Abraham\", ", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/27-dariia-m-my_claude_skills/event-studies", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill event-study"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/05-kthorn-research-superpower/research/finding-open-access-papers", "name": "Finding Open Access Papers", "kind": "skill", "official": false, "desc": "Use Unpaywall API to find free full-text versions of paywalled papers", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/05-kthorn-research-superpower/research/finding-open-access-papers", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill Finding Open Access Papers"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "unpaywall", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/13-scunning1975-MixtapeTools/skills/fletcher", "name": "fletcher", "kind": "skill", "official": false, "desc": "Defamiliarization audit for empirical output. Systematically interrogates every feature of a figure, table, or set of results — not just the main finding. Named for Jason Fletcher, who asked about the spike at t=1 when everyone else was looking at t=2. Use when you have output and are about to interpret or report it.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/13-scunning1975-MixtapeTools/skills/fletcher", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill fletcher"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/05-kthorn-research-superpower/getting-started", "name": "Getting Started with Research Superpowers", "kind": "skill", "official": false, "desc": "Introduction to literature search & review skills - systematic paper finding, screening, extraction, and citation traversal", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/05-kthorn-research-superpower/getting-started", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill Getting Started with Research Superpowers"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/03-K-Dense-AI-claude-scientific-skills/hypothesis-generation", "name": "hypothesis-generation", "kind": "skill", "official": false, "desc": "Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-brainstorming; for automated LLM-driven hypothesis testing on datasets use hypogenic.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/03-K-Dense-AI-claude-scientific-skills/hypothesis-generation", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill hypothesis-generation"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/04-K-Dense-AI-claude-scientific-writer/hypothesis-generation", "name": "hypothesis-generation", "kind": "skill", "official": false, "desc": "Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for scientific inquiry across domains.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/04-K-Dense-AI-claude-scientific-writer/hypothesis-generation", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill hypothesis-generation"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/26-Data-Wise-scholar/skills/mathematical/identification-theory", "name": "identification-theory", "kind": "skill", "official": false, "desc": "DAG and potential outcomes frameworks for causal mediation identification", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/26-Data-Wise-scholar/skills/mathematical/identification-theory", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill identification-theory"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/interview-me", "name": "interview-me", "kind": "skill", "official": false, "desc": "Interactive interview to formalize a research idea into a structured specification with hypotheses and empirical strategy.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/interview-me", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill interview-me"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/08-ndpvt-web-latex-document-skill", "name": "latex-document", "kind": "skill", "official": false, "desc": "Universal LaTeX document skill: create, compile, and convert any document to professional PDF with PNG previews. Supports resumes, reports, cover letters, invoices, academic papers, theses/dissertations, academic CVs, presentations (Beamer), scientific posters, formal letters, exams/quizzes, books, cheat sheets, reference cards, exam formula sheets, fillable PDF forms (hyperref form fields), conditional content (etoolbox toggles), mail merge from CSV/JSON (Jinja2 templates), version diffing (lat", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/08-ndpvt-web-latex-document-skill", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill latex-document"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/lit-review", "name": "lit-review", "kind": "skill", "official": false, "desc": "Structured literature search and synthesis with citation extraction and gap identification.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/lit-review", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill lit-review"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/15-Felpix-Studios-social-science-research/skills/lit-review", "name": "lit-review", "kind": "skill", "official": false, "desc": "Structured literature review using a parallel fleet of Librarian agents. Searches top journals, working paper repositories (NBER, SSRN, IZA), and traces citation chains from key papers. Make sure to use this skill whenever the user wants to survey existing research on a topic — not to find datasets or write a paper. Triggers include: \"review the literature\", \"find related papers\", \"what's been done on X\", \"search for papers on\", \"do a lit review\", \"find papers about\", \"what papers should I cite\"", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/15-Felpix-Studios-social-science-research/skills/lit-review", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill lit-review"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/09-meleantonio-awesome-econ-ai-stuff/_skills/literature/lit-review-assistant", "name": "lit-review-assistant", "kind": "skill", "official": false, "desc": "Search, summarize, and synthesize economics literature", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/09-meleantonio-awesome-econ-ai-stuff/_skills/literature/lit-review-assistant", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill lit-review-assistant"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "economics", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/26-Data-Wise-scholar/skills/research/literature-gap-finder", "name": "literature-gap-finder", "kind": "skill", "official": false, "desc": "Method×Setting matrices and systematic gap identification", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/26-Data-Wise-scholar/skills/research/literature-gap-finder", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill literature-gap-finder"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/26-Data-Wise-scholar/skills/mathematical/mathematical-foundations", "name": "mathematical-foundations", "kind": "skill", "official": false, "desc": "Core mathematical concepts and theoretical frameworks for statistics", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/26-Data-Wise-scholar/skills/mathematical/mathematical-foundations", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill mathematical-foundations"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/26-Data-Wise-scholar/skills/research/mediation-meta-analyst", "name": "mediation-meta-analyst", "kind": "skill", "official": false, "desc": "Meta-analysis frameworks and methods for mediation studies", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/26-Data-Wise-scholar/skills/research/mediation-meta-analyst", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill mediation-meta-analyst"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/02-luwill-research-skills/medical-imaging-review", "name": "medical-imaging-review", "kind": "skill", "official": false, "desc": "Write comprehensive literature reviews for medical imaging AI research. Use when writing survey papers, systematic reviews, or literature analyses on topics like segmentation, detection, classification in CT, MRI, X-ray, ultrasound, or pathology imaging. Triggers on requests for \"review paper\", \"survey\", \"literature review\", \"综述\", \"systematic review\", or mentions of writing academic reviews on deep learning for medical imaging.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/02-luwill-research-skills/medical-imaging-review", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill medical-imaging-review"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/26-Data-Wise-scholar/skills/research/method-transfer-engine", "name": "method-transfer-engine", "kind": "skill", "official": false, "desc": "Six-phase protocol for adapting methods across research domains", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/26-Data-Wise-scholar/skills/research/method-transfer-engine", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill method-transfer-engine"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/26-Data-Wise-scholar/skills/writing/methods-communicator", "name": "methods-communicator", "kind": "skill", "official": false, "desc": "Effective communication strategies for statistical methods", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/26-Data-Wise-scholar/skills/writing/methods-communicator", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill methods-communicator"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/26-Data-Wise-scholar/skills/writing/methods-paper-writer", "name": "methods-paper-writer", "kind": "skill", "official": false, "desc": "JASA/Biometrika manuscript structure with VanderWeele notation standards", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/26-Data-Wise-scholar/skills/writing/methods-paper-writer", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill methods-paper-writer"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/07-Orchestra-Research-AI-Research-SKILLs/ml-paper-writing", "name": "ml-paper-writing", "kind": "skill", "official": false, "desc": "Write publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification workflows.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/07-Orchestra-Research-AI-Research-SKILLs/ml-paper-writing", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill ml-paper-writing"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/02-luwill-research-skills/paper-slide-deck", "name": "paper-slide-deck", "kind": "skill", "official": false, "desc": "Generate professional slide deck images from academic papers and content. Creates comprehensive outlines with style instructions, auto-detects figures from PDFs, then generates individual slide images. Use when user asks to \"create slides\", \"make a presentation\", \"generate deck\", or \"slide deck\" for papers.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/02-luwill-research-skills/paper-slide-deck", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill paper-slide-deck"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/22-christopherkenny-skills/skills/paper-summary", "name": "paper-summary", "kind": "skill", "official": false, "desc": "Writes expert academic paper summaries for social science research, particularly political science and applied statistics. Use when asked to summarize, review, or create a reading summary of an academic paper, PDF, or research article. Accepts a file (PDF or text format) or a directory of papers. Produces a structured markdown summary — approximately 400–600 words — covering primary contributions, major questions and answers with point estimates, methods and data, and limitations and robustness.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/22-christopherkenny-skills/skills/paper-summary", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill paper-summary"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/04-K-Dense-AI-claude-scientific-writer/peer-review", "name": "peer-review", "kind": "skill", "official": false, "desc": "Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/04-K-Dense-AI-claude-scientific-writer/peer-review", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill peer-review"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/26-Data-Wise-scholar/skills/mathematical/proof-architect", "name": "proof-architect", "kind": "skill", "official": false, "desc": "Structured methodology for constructing and verifying mathematical proofs in statistical research", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/26-Data-Wise-scholar/skills/mathematical/proof-architect", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill proof-architect"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/26-Data-Wise-scholar/skills/writing/publication-strategist", "name": "publication-strategist", "kind": "skill", "official": false, "desc": "Strategic publication planning and venue selection for research", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/26-Data-Wise-scholar/skills/writing/publication-strategist", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill publication-strategist"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/09-meleantonio-awesome-econ-ai-stuff/_skills/analysis/python-panel-data", "name": "python-panel-data", "kind": "skill", "official": false, "desc": "Panel data analysis with Python using linearmodels and pandas.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/09-meleantonio-awesome-econ-ai-stuff/_skills/analysis/python-panel-data", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill python-panel-data"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "python", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/15-Felpix-Studios-social-science-research/skills/quality-gate", "name": "quality-gate", "kind": "skill", "official": false, "desc": "Verify that every quantitative claim in the paper is traceable to an analysis output file, and that no important output was omitted. Make sure to use this skill whenever the user wants to check that the paper and analysis are consistent before submission. Triggers include: \"run the quality gate\", \"check the paper matches the analysis\", \"verify consistency\", \"does the paper match my results\", \"check my numbers\", \"are my tables right\", \"quality check before submission\", \"verify my claims\", \"make s", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/15-Felpix-Studios-social-science-research/skills/quality-gate", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill quality-gate"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/09-meleantonio-awesome-econ-ai-stuff/_skills/analysis/r-econometrics", "name": "r-econometrics", "kind": "skill", "official": false, "desc": "Run IV, DiD, and RDD analyses in R with proper diagnostics", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/09-meleantonio-awesome-econ-ai-stuff/_skills/analysis/r-econometrics", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill r-econometrics"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/22-christopherkenny-skills/skills/redistricting-analysis", "name": "redistricting-analysis", "kind": "skill", "official": false, "desc": "Redistricting analysis in R using the redistverse ecosystem. Use whenever the user is working with redist, redistmetrics, ggredist, geomander, adj, alarmdata, PL94171, censable, easycensus, tinytiger, baf, rict, or redistio. Covers the complete pipeline: Census and spatial data loading, adjacency graph construction, SMC/MCMC simulation, constraints (population balance, county splits, VRA compliance), convergence diagnostics, plan metrics (compactness, partisan fairness, splits), visualization, s", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/22-christopherkenny-skills/skills/redistricting-analysis", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill redistricting-analysis"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/28-maxwell2732-paper-replicate-agent-demo/dot-claude/skills/replicate-paper", "name": "replicate-paper", "kind": "skill", "official": false, "desc": "Run a full 6-phase autonomous replication of a biomedical/epidemiology paper against UK Biobank or similar cohort data, producing Python and R scripts plus a validated replication report. Use when asked to replicate a paper end-to-end, or when invoked as /replicate-paper [paper.pdf] [data.csv|dta].", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/28-maxwell2732-paper-replicate-agent-demo/dot-claude/skills/replicate-paper", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill replicate-paper"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/19-CuellarC05-vera-economic-intelligence/research/research-director", "name": "research-director", "kind": "skill", "official": false, "desc": "Strategic research leadership for designing high-impact research agendas, coordinating teams, and translating research into policy and institutional influence.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/19-CuellarC05-vera-economic-intelligence/research/research-director", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill research-director"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/03-K-Dense-AI-claude-scientific-skills/research-grants", "name": "research-grants", "kind": "skill", "official": false, "desc": "Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/03-K-Dense-AI-claude-scientific-skills/research-grants", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill research-grants"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/04-K-Dense-AI-claude-scientific-writer/research-grants", "name": "research-grants", "kind": "skill", "official": false, "desc": "Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/04-K-Dense-AI-claude-scientific-writer/research-grants", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill research-grants"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/09-meleantonio-awesome-econ-ai-stuff/_skills/ideation/research-ideation", "name": "research-ideation", "kind": "skill", "official": false, "desc": "Generate research questions from economic phenomena", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/09-meleantonio-awesome-econ-ai-stuff/_skills/ideation/research-ideation", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill research-ideation"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "economics", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/research-ideation", "name": "research-ideation", "kind": "skill", "official": false, "desc": "Generate structured research questions, testable hypotheses, and empirical strategies from a topic or dataset", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/research-ideation", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill research-ideation"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/research-ideation", "name": "research-ideation", "kind": "skill", "official": false, "desc": "Generate structured research questions, testable hypotheses, and empirical strategies from a topic or dataset.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/research-ideation", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill research-ideation"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/02-luwill-research-skills/research-proposal", "name": "research-proposal", "kind": "skill", "official": false, "desc": "Generate academic research proposals for PhD applications. Use when user asks to \"write a research proposal\", \"create PhD proposal\", \"generate research plan\", \"撰写研究计划\", \"写博士申请\", \"doctoral proposal\", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/02-luwill-research-skills/research-proposal", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill research-proposal"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/21-claesbackman-AI-research-feedback/Skills/review-grant", "name": "review-grant", "kind": "skill", "official": false, "desc": "Run a 6-agent pre-submission panel review for a grant proposal targeting a specified funder or program", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/21-claesbackman-AI-research-feedback/Skills/review-grant", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill review-grant"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/21-claesbackman-AI-research-feedback/Skills/review-pap", "name": "review-pap", "kind": "skill", "official": false, "desc": "Run a 6-agent pre-submission review of a pre-analysis plan (PAP) for a specified registration target or journal", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/21-claesbackman-AI-research-feedback/Skills/review-pap", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill review-pap"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/review-paper", "name": "review-paper", "kind": "skill", "official": false, "desc": "Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/review-paper", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill review-paper"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/review-paper", "name": "review-paper", "kind": "skill", "official": false, "desc": "Comprehensive manuscript review covering argument structure, identification strategy, econometric specification, citation completeness, and potential referee objections.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/review-paper", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill review-paper"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/15-Felpix-Studios-social-science-research/skills/review-paper", "name": "review-paper", "kind": "skill", "official": false, "desc": "Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections. Make sure to use this skill whenever the user wants substantive academic feedback on a paper — not just surface edits. Triggers include: \"review my paper\", \"give me feedback on this draft\", \"what would a referee say\", \"anticipate referee objections\", \"act as a referee\", \"check my identification strategy\", \"is my argument convincing\", \"review this manusc", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/15-Felpix-Studios-social-science-research/skills/review-paper", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill review-paper"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/21-claesbackman-AI-research-feedback/Skills/review-paper", "name": "review-paper", "kind": "skill", "official": false, "desc": "Run a 6-agent pre-submission referee report for an academic paper targeting a specified journal", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/21-claesbackman-AI-research-feedback/Skills/review-paper", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill review-paper"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/21-claesbackman-AI-research-feedback/Skills/review-paper-light", "name": "review-paper-light", "kind": "skill", "official": false, "desc": "Run a fast 2-agent pre-submission check for an economics paper — focuses on contribution, identification, and causal overclaiming. Completes in ~1 minute.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/21-claesbackman-AI-research-feedback/Skills/review-paper-light", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill review-paper-light"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/04-K-Dense-AI-claude-scientific-writer/scholar-evaluation", "name": "scholar-evaluation", "kind": "skill", "official": false, "desc": "Apply the ScholarEval framework to systematically evaluate scholarly work across quality dimensions (novelty, rigor, significance, and clarity). Use to critique academic papers, research proposals, literature reviews, or grant applications and produce a structured, criterion-based assessment.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/04-K-Dense-AI-claude-scientific-writer/scholar-evaluation", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill scholar-evaluation"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/04-K-Dense-AI-claude-scientific-writer/scientific-critical-thinking", "name": "scientific-critical-thinking", "kind": "skill", "official": false, "desc": "Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/04-K-Dense-AI-claude-scientific-writer/scientific-critical-thinking", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill scientific-critical-thinking"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/03-K-Dense-AI-claude-scientific-skills/scientific-writing", "name": "scientific-writing", "kind": "skill", "official": false, "desc": "Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/03-K-Dense-AI-claude-scientific-skills/scientific-writing", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill scientific-writing"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/04-K-Dense-AI-claude-scientific-writer/scientific-writing", "name": "scientific-writing", "kind": "skill", "official": false, "desc": "Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process: (1) create section outlines with key points using research-lookup, (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/04-K-Dense-AI-claude-scientific-writer/scientific-writing", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill scientific-writing"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/05-kthorn-research-superpower/research/searching-literature", "name": "Searching Scientific Literature", "kind": "skill", "official": false, "desc": "PubMed search with keyword optimization, result parsing, and metadata extraction", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/05-kthorn-research-superpower/research/searching-literature", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill Searching Scientific Literature"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "pubmed", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/26-Data-Wise-scholar/skills/research/sensitivity-analyst", "name": "sensitivity-analyst", "kind": "skill", "official": false, "desc": "Sensitivity analysis frameworks and assumption-testing methods", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/26-Data-Wise-scholar/skills/research/sensitivity-analyst", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill sensitivity-analyst"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/06-fuhaoda-stats-paper-writing/stat-writing", "name": "stat-writing", "kind": "skill", "official": false, "desc": "End-to-end statistical writing assistant for LaTeX - draft title/abstract/keywords, expand outlines into sections, audit manuscripts, write reviewer reports and response letters, and scaffold book manuscripts.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/06-fuhaoda-stats-paper-writing/stat-writing", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill stat-writing"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/stata", "name": "stata", "kind": "skill", "official": false, "desc": "Comprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 17+ community packages (reghdfe, estout, did, rdrobust, etc.). Covers syntax, options, gotchas, and idiomatic patterns. Use this skill whenever the user asks you to write, debug, or explain Stata code.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/stata", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill stata"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "stata", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/18-jusi-aalto-stata-accounting-research", "name": "stata-accounting-research", "kind": "skill", "official": false, "desc": "STATA code pattern library for empirical archival accounting research. Provides tested syntax from 126 peer-reviewed JAR (Journal of Accounting Research) replication files (2017-2025). Use when the user asks procedural questions like \"How do I implement [method]?\" or \"Show me code for [technique]\" — including: entropy balancing, propensity score matching (PSM), difference-in-differences (DiD), regression discontinuity (RDD), instrumental variables (IV), event studies (CAR/BHAR), survival analysi", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/18-jusi-aalto-stata-accounting-research", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill stata-accounting-research"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "stata", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/05-kthorn-research-superpower/research/subagent-driven-review", "name": "Subagent-Driven Literature Review", "kind": "skill", "official": false, "desc": "Use parallel subagents for large-scale paper screening and deep dive analysis", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/05-kthorn-research-superpower/research/subagent-driven-review", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill Subagent-Driven Literature Review"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "semantic scholar", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/05-kthorn-research-superpower/research/traversing-citations", "name": "Traversing Citation Networks", "kind": "skill", "official": false, "desc": "Smart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/05-kthorn-research-superpower/research/traversing-citations", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill Traversing Citation Networks"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "semantic scholar", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/validate-bib", "name": "validate-bib", "kind": "skill", "official": false, "desc": "Validate bibliography entries against citations in all manuscript files. Find missing entries and unused references.", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/validate-bib", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill validate-bib"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:brycewang-stanford/Auto-Empirical-Research-Skills/skills/15-Felpix-Studios-social-science-research/skills/validate-bib", "name": "validate-bib", "kind": "skill", "official": false, "desc": "Validate bibliography entries against citations in all source files. Find missing entries and unused references. Make sure to use this skill whenever the user has any concern about bibliography completeness or citation keys. Triggers include: \"validate my bib\", \"check my citations\", \"find missing references\", \"I'm getting undefined citation errors\", \"are all my citations in the bib file\", \"check for unused references\", \"my bibliography is broken\", \"missing bib entries\", \"citation not found\", or ", "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/HEAD/skills/15-Felpix-Studios-social-science-research/skills/validate-bib", "install": ["npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill validate-bib"], "stars": 5013, "pushed": "2026-11-09T13:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:zebbern/claude-code-guide/skills/academic-paper-reviewer", "name": "academic-paper-reviewer", "kind": "skill", "official": false, "desc": "Simulates academic peer review, evaluating papers across Originality, Methodology, Results, and Writing to provide Major/Minor Revision recommendations with actionable feedback. Triggers when a user asks to \\\"review my paper,\\\" \\\"simulate peer review,\\\" or \\\"give my paper a peer review.", "repo": "https://github.com/zebbern/claude-code-guide/tree/HEAD/skills/academic-paper-reviewer", "install": ["npx skills add zebbern/claude-code-guide --skill academic-paper-reviewer"], "stars": 4708, "pushed": "2026-11-14T00:35:12Z", "license": "MIT", "plat": "academic-paper-reviewer", "live": "Not checked (runs locally)"}, {"id": "skill:ZJU-REAL/Easel/skills/builtin/skill-algorithm-updates", "name": "skill-algorithm-updates", "kind": "skill", "official": false, "desc": "追踪抖音、小红书、B站、微博、知乎、视频号和今日头条的算法、推荐分发、审核与变现规则变化，并分析对创作者的影响。 当用户说“算法/推荐机制变了吗、流量规则更新、为什么流量下降、平台规则变化”时使用。 内容热点用 skill-trending-topics；泛行业资讯用 skill-news-intelligence；本 SKILL 只看平台机制。", "repo": "https://github.com/ZJU-REAL/Easel/tree/HEAD/skills/builtin/skill-algorithm-updates", "install": ["npx skills add ZJU-REAL/Easel --skill skill-algorithm-updates"], "stars": 4670, "pushed": "2026-11-12T05:23:31Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:foryourhealth111-pixel/Vibe-Skills/bundled/skills/openalex-database", "name": "openalex-database", "kind": "skill", "official": false, "desc": "Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly works. Use for literature searches, research output analysis, citation analysis, and academic database queries.", "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/HEAD/bundled/skills/openalex-database", "install": ["npx skills add foryourhealth111-pixel/Vibe-Skills --skill openalex-database"], "stars": 3816, "pushed": "2026-11-09T07:33:42Z", "license": "Apache-2.0", "plat": "openalex", "live": "Not checked (runs locally)"}, {"id": "skill:foryourhealth111-pixel/Vibe-Skills/bundled/skills/paper-2-web", "name": "paper-2-web", "kind": "skill", "official": false, "desc": "Use when converting academic papers into dissemination assets such as Paper2Web websites, Paper2Video video abstracts, or Paper2Poster conference posters from LaTeX or PDF sources.", "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/HEAD/bundled/skills/paper-2-web", "install": ["npx skills add foryourhealth111-pixel/Vibe-Skills --skill paper-2-web"], "stars": 3816, "pushed": "2026-11-09T07:33:42Z", "license": "Apache-2.0", "plat": "paper2web", "live": "Not checked (runs locally)"}, {"id": "skill:foryourhealth111-pixel/Vibe-Skills/bundled/skills/pubmed-database", "name": "pubmed-database", "kind": "skill", "official": false, "desc": "Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.", "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/HEAD/bundled/skills/pubmed-database", "install": ["npx skills add foryourhealth111-pixel/Vibe-Skills --skill pubmed-database"], "stars": 3816, "pushed": "2026-11-09T07:33:42Z", "license": "Apache-2.0", "plat": "pubmed", "live": "Not checked (runs locally)"}, {"id": "skill:ericosiu/ai-marketing-skills/event-research-follow-up", "name": "event-research-follow-up", "kind": "skill", "official": false, "desc": "Research business events, organize photo leads and attendee rosters, qualify companies with evidence, and prepare or execute explicitly approved event follow-up with verified delivery records.", "repo": "https://github.com/ericosiu/ai-marketing-skills/tree/HEAD/event-research-follow-up", "install": ["npx skills add ericosiu/ai-marketing-skills --skill event-research-follow-up"], "stars": 3814, "pushed": "2026-11-13T19:29:27Z", "license": "MIT", "plat": "business events", "live": "Not checked (runs locally)"}, {"id": "skill:browserbase/skills/skills/company-research", "name": "company-research", "kind": "skill", "official": false, "desc": "Company discovery and deep research skill. Researches a company's product and ICP, discovers target companies to sell to using Browserbase Search API, deeply researches each using a Plan→Research→Synthesize pattern, and scores ICP fit — compiled into a scored research report and CSV. Supports depth modes (quick/deep/deeper) for balancing scale vs intelligence. Use when the user wants to: (1) find companies to sell to, (2) research potential customers, (3) discover companies matching an ICP, (4) ", "repo": "https://github.com/browserbase/skills/tree/HEAD/skills/company-research", "install": ["npx skills add browserbase/skills --skill company-research"], "stars": 3757, "pushed": "2026-10-27T15:09:18Z", "license": null, "plat": "browserbase", "live": "Not checked (runs locally)"}, {"id": "skill:browserbase/skills/skills/competitor-analysis", "name": "competitor-analysis", "kind": "skill", "official": false, "desc": "Competitor research and intelligence skill. Takes a user's company (with optional seed competitor URLs), auto-discovers additional competitors via Browserbase Search API, deeply researches each using a 4-lane pattern (marketing surface, external signal, public benchmarks, strategic diff vs the user's company), and compiles the results into an HTML report with four views: overview, per-competitor deep dive, side-by-side feature/pricing matrix, and a chronological mentions feed (news, reviews, soc", "repo": "https://github.com/browserbase/skills/tree/HEAD/skills/competitor-analysis", "install": ["npx skills add browserbase/skills --skill competitor-analysis"], "stars": 3757, "pushed": "2026-10-27T15:09:18Z", "license": null, "plat": "browserbase", "live": "Not checked (runs locally)"}, {"id": "skill:browserbase/skills/skills/event-prospecting", "name": "event-prospecting", "kind": "skill", "official": false, "desc": "Event prospecting skill. Takes a conference / event speakers URL, extracts the people, filters their companies against the user's ICP, then deep-researches only the speakers at ICP-fit companies. Outputs a person-first HTML report where each card answers \"why should the AE talk to this person?\" with all public links and a one-click DM opener. Use when the user wants to: (1) find leads at a specific conference, (2) prep for an event, (3) research event speakers, (4) build a target list from a spo", "repo": "https://github.com/browserbase/skills/tree/HEAD/skills/event-prospecting", "install": ["npx skills add browserbase/skills --skill event-prospecting"], "stars": 3757, "pushed": "2026-10-27T15:09:18Z", "license": null, "plat": "browserbase", "live": "Not checked (runs locally)"}, {"id": "skill:davepoon/buildwithclaude/plugins/all-skills/skills/competitor-research", "name": "competitor-research", "kind": "skill", "official": false, "desc": "Research competitor products, launch history, and acquisition evidence from public sources or supplied materials. Use when evaluating growth claims, comparing competitors, or choosing growth experiments. Produces a cited brief that separates observations, attributed claims, estimates, and hypotheses.", "repo": "https://github.com/davepoon/buildwithclaude/tree/HEAD/plugins/all-skills/skills/competitor-research", "install": ["npx skills add davepoon/buildwithclaude --skill competitor-research"], "stars": 3743, "pushed": "2026-11-13T07:12:33Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:davepoon/buildwithclaude/plugins/dsh-deepread/skills/dsh-deepread", "name": "dsh-deepread", "kind": "skill", "official": false, "desc": "精读一本书或一篇文章：提取核心观点、论证结构与关键论据。当用户要求「精读/分析这篇文章」「提取核心观点」「梳理论证逻辑」「做知识地图」「用费曼读书法读书」时使用本技能。五种模式：quick 快速要点 / deep 深度精读 / map 知识地图 / feynman 费曼读书法 / book 全书精读。Deep-reading assistant for books and articles: extract core claims, arguments and evidence.", "repo": "https://github.com/davepoon/buildwithclaude/tree/HEAD/plugins/dsh-deepread/skills/dsh-deepread", "install": ["npx skills add davepoon/buildwithclaude --skill dsh-deepread"], "stars": 3743, "pushed": "2026-11-13T07:12:33Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:davepoon/buildwithclaude/plugins/all-skills/skills/morning-ai", "name": "morning-ai", "kind": "skill", "official": false, "desc": "AI news tracking skill that monitors 80+ entities across 6 free sources (Reddit, HN, GitHub, HuggingFace, arXiv, X/Twitter). Generates scored daily reports with infographics and message digests. Invoke via /morning-ai.", "repo": "https://github.com/davepoon/buildwithclaude/tree/HEAD/plugins/all-skills/skills/morning-ai", "install": ["npx skills add davepoon/buildwithclaude --skill morning-ai"], "stars": 3743, "pushed": "2026-11-13T07:12:33Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:davepoon/buildwithclaude/plugins/baizhi-agent-toolkit/skills/toolkit-research", "name": "toolkit-research", "kind": "skill", "official": false, "desc": "Use when the user explicitly requests research with Baizhi Agent Toolkit. Discover the connected MCP tools and their current schemas, agree a request budget, and produce a sourced result without exposing credentials.", "repo": "https://github.com/davepoon/buildwithclaude/tree/HEAD/plugins/baizhi-agent-toolkit/skills/toolkit-research", "install": ["npx skills add davepoon/buildwithclaude --skill toolkit-research"], "stars": 3743, "pushed": "2026-11-13T07:12:33Z", "license": "MIT", "plat": "baizhi", "live": "Not checked (runs locally)"}, {"id": "skill:google-deepmind/science-skills/skills/predictingthepast", "name": "predictingthepast", "kind": "skill", "official": false, "desc": "Ancient text restoration, attribution, dating, contextualization, and embedding via Aeneas (Latin) / Ithaca (Ancient Greek). Use when asked to \"restore\", \"attribute\", \"date\", \"contextualize\", \"find parallels\", \"where was it written\", \"when was it written\", \"embed\", or \"analyze\" an ancient text, inscription, or epigraphic document, or when the user mentions \"Aeneas\", or \"Ithaca\".", "repo": "https://github.com/google-deepmind/science-skills/tree/HEAD/skills/predictingthepast", "install": ["npx skills add google-deepmind/science-skills --skill predictingthepast"], "stars": 3472, "pushed": "2026-11-10T18:46:47Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Owl-Listener/designer-skills/design-research/skills/affinity-diagram", "name": "affinity-diagram", "kind": "skill", "official": false, "desc": "Cluster many qualitative data points into themes and insight statements. Use when synthesising across multiple sessions or sources. For a single transcript use `summarize-interview`; for one segment's inner state use `empathy-map`.", "repo": "https://github.com/Owl-Listener/designer-skills/tree/HEAD/design-research/skills/affinity-diagram", "install": ["npx skills add Owl-Listener/designer-skills --skill affinity-diagram"], "stars": 3351, "pushed": "2026-09-05T15:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Owl-Listener/designer-skills/design-research/skills/card-sort-analysis", "name": "card-sort-analysis", "kind": "skill", "official": false, "desc": "Analyse open or closed card sort results into a proposed grouping and label set. Use after running a sort study. For turning that evidence into a full structure, use `information-architecture` (ux-strategy).", "repo": "https://github.com/Owl-Listener/designer-skills/tree/HEAD/design-research/skills/card-sort-analysis", "install": ["npx skills add Owl-Listener/designer-skills --skill card-sort-analysis"], "stars": 3351, "pushed": "2026-09-05T15:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Owl-Listener/designer-skills/design-research/skills/diary-study-plan", "name": "diary-study-plan", "kind": "skill", "official": false, "desc": "Design a diary study — prompts, cadence, duration, participant criteria, and analysis frame. Use when behaviour unfolds over days or weeks. For a single-session study, use `usability-test-plan`.", "repo": "https://github.com/Owl-Listener/designer-skills/tree/HEAD/design-research/skills/diary-study-plan", "install": ["npx skills add Owl-Listener/designer-skills --skill diary-study-plan"], "stars": 3351, "pushed": "2026-09-05T15:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Owl-Listener/designer-skills/design-research/skills/empathy-map", "name": "empathy-map", "kind": "skill", "official": false, "desc": "Build a Says, Thinks, Does, Feels map for one user or segment. Use when sharing user understanding quickly. For a composite archetype with goals and behaviours use `user-persona`; for cross-session themes use `affinity-diagram`.", "repo": "https://github.com/Owl-Listener/designer-skills/tree/HEAD/design-research/skills/empathy-map", "install": ["npx skills add Owl-Listener/designer-skills --skill empathy-map"], "stars": 3351, "pushed": "2026-09-05T15:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Owl-Listener/designer-skills/design-research/skills/interview-script", "name": "interview-script", "kind": "skill", "official": false, "desc": "Write a structured interview guide — warm-up, core exploration, and wrap-up. Use before running interviews. For analysing what comes back, use `summarize-interview`.", "repo": "https://github.com/Owl-Listener/designer-skills/tree/HEAD/design-research/skills/interview-script", "install": ["npx skills add Owl-Listener/designer-skills --skill interview-script"], "stars": 3351, "pushed": "2026-09-05T15:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Owl-Listener/designer-skills/design-research/skills/jobs-to-be-done", "name": "jobs-to-be-done", "kind": "skill", "official": false, "desc": "Map functional, emotional, and social jobs with outcome expectations. Use when reframing decisions around motivation rather than features. For who the user is, use `user-persona`.", "repo": "https://github.com/Owl-Listener/designer-skills/tree/HEAD/design-research/skills/jobs-to-be-done", "install": ["npx skills add Owl-Listener/designer-skills --skill jobs-to-be-done"], "stars": 3351, "pushed": "2026-09-05T15:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Owl-Listener/designer-skills/design-research/skills/journey-map", "name": "journey-map", "kind": "skill", "official": false, "desc": "Map one persona's end-to-end experience with stages, touchpoints, emotions, and pain points. Use when improving an existing experience. For the multi-channel ecosystem use `experience-map` (ux-strategy); for screen-level paths use `user-flow-diagram` (prototyping-testing).", "repo": "https://github.com/Owl-Listener/designer-skills/tree/HEAD/design-research/skills/journey-map", "install": ["npx skills add Owl-Listener/designer-skills --skill journey-map"], "stars": 3351, "pushed": "2026-09-05T15:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Owl-Listener/designer-skills/design-research/skills/qual-quant-triangulation", "name": "qual-quant-triangulation", "kind": "skill", "official": false, "desc": "Reconcile what the numbers say with what users say, and design the study that settles it rather than restates it. Use when behavioural data and research findings point different ways. For reading the data on its own, use `behavioural-analytics`; for synthesising interviews on their own, use `affinity-diagram`.", "repo": "https://github.com/Owl-Listener/designer-skills/tree/HEAD/design-research/skills/qual-quant-triangulation", "install": ["npx skills add Owl-Listener/designer-skills --skill qual-quant-triangulation"], "stars": 3351, "pushed": "2026-09-05T15:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Owl-Listener/designer-skills/design-research/skills/summarize-interview", "name": "summarize-interview", "kind": "skill", "official": false, "desc": "Turn one interview transcript into themes, supporting quotes, and action items. Use immediately after a session. For synthesising many sessions at once, use `affinity-diagram`.", "repo": "https://github.com/Owl-Listener/designer-skills/tree/HEAD/design-research/skills/summarize-interview", "install": ["npx skills add Owl-Listener/designer-skills --skill summarize-interview"], "stars": 3351, "pushed": "2026-09-05T15:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Owl-Listener/designer-skills/design-research/skills/survey-design", "name": "survey-design", "kind": "skill", "official": false, "desc": "Design unbiased survey instruments — question wording, scales, and sampling — to measure attitudes at scale. Use when you need quantitative breadth. For behavioural experiments, use `a-b-test-design` (prototyping-testing).", "repo": "https://github.com/Owl-Listener/designer-skills/tree/HEAD/design-research/skills/survey-design", "install": ["npx skills add Owl-Listener/designer-skills --skill survey-design"], "stars": 3351, "pushed": "2026-09-05T15:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Owl-Listener/designer-skills/design-research/skills/usability-test-plan", "name": "usability-test-plan", "kind": "skill", "official": false, "desc": "Design a usability study — research questions, methodology, participant criteria, metrics, and facilitation guide. Use when planning the study as a whole. For writing the task scenarios inside it, use `test-scenario` (prototyping-testing).", "repo": "https://github.com/Owl-Listener/designer-skills/tree/HEAD/design-research/skills/usability-test-plan", "install": ["npx skills add Owl-Listener/designer-skills --skill usability-test-plan"], "stars": 3351, "pushed": "2026-09-05T15:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Owl-Listener/designer-skills/design-research/skills/user-persona", "name": "user-persona", "kind": "skill", "official": false, "desc": "Build research-grounded personas with goals, frustrations, and behavioural patterns. Use when decisions need a consistent user reference. For one session's emotional snapshot use `empathy-map`; for motivation framing use `jobs-to-be-done`.", "repo": "https://github.com/Owl-Listener/designer-skills/tree/HEAD/design-research/skills/user-persona", "install": ["npx skills add Owl-Listener/designer-skills --skill user-persona"], "stars": 3351, "pushed": "2026-09-05T15:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:nexu-io/nexu/apps/desktop/static/bundled-skills/deep-research", "name": "deep-research", "kind": "skill", "official": false, "desc": "深度调研方法论（8步法）：将模糊主题转化为高质量调研报告。 触发词：/deep-research、深度调研、帮我调研、调研一下、对比分析 注意：如果用户需要的是可视化图谱而非报告，请使用 research-to-diagram skill。", "repo": "https://github.com/nexu-io/nexu/tree/HEAD/apps/desktop/static/bundled-skills/deep-research", "install": ["npx skills add nexu-io/nexu --skill deep-research"], "stars": 3296, "pushed": "2026-04-26T13:40:30Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:nexu-io/nexu/apps/desktop/static/bundled-skills/research-to-diagram", "name": "research-to-diagram", "kind": "skill", "official": false, "desc": "深度调研主题并自动生成知识关系图谱PDF。接收研究主题后自动进行网络调研、信息收集、知识整理，最终生成专业的可视化关系图谱。适用于\"研究...并做图\"、\"深度分析...并可视化\"、\"生成知识图谱\"等场景。", "repo": "https://github.com/nexu-io/nexu/tree/HEAD/apps/desktop/static/bundled-skills/research-to-diagram", "install": ["npx skills add nexu-io/nexu --skill research-to-diagram"], "stars": 3296, "pushed": "2026-04-26T13:40:30Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.blazickjp/arxiv-mcp-server", "name": "io.github.blazickjp/arxiv-mcp-server", "kind": "mcp", "official": null, "desc": "Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.", "repo": "https://github.com/blazickjp/arxiv-mcp-server", "install": ["pypi:arxiv-mcp-server"], "stars": 3276, "pushed": "2026-10-08T13:08:10Z", "license": "Apache-2.0", "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "skill:open-gitagent/opengap/examples/nvidia-deep-researcher/skills/paper-search", "name": "paper-search", "kind": "skill", "official": false, "desc": "Academic paper search via Google Scholar using Serper API", "repo": "https://github.com/open-gitagent/opengap/tree/HEAD/examples/nvidia-deep-researcher/skills/paper-search", "install": ["npx skills add open-gitagent/opengap --skill paper-search"], "stars": 2988, "pushed": "2026-07-02T21:15:45Z", "license": "MIT", "plat": "google scholar", "live": "Not checked (runs locally)"}, {"id": "skill:open-gitagent/opengap/examples/lyzr-agent/skills/research", "name": "research", "kind": "skill", "official": false, "desc": "Researches a topic by breaking it into subtopics, gathering factual information with reasoning, and producing a structured summary with key findings and open questions. Use when the user asks to research, investigate, look up, summarize a topic, or says 'what is known about...' or 'learn about...", "repo": "https://github.com/open-gitagent/opengap/tree/HEAD/examples/lyzr-agent/skills/research", "install": ["npx skills add open-gitagent/opengap --skill research"], "stars": 2988, "pushed": "2026-07-02T21:15:45Z", "license": "MIT", "plat": "google scholar", "live": "Not checked (runs locally)"}, {"id": "skill:rohitg00/pro-workflow/skills/survey-generator", "name": "survey-generator", "kind": "skill", "official": false, "desc": "Compile a structured literature survey on any AI/ML topic. Agent curates a research bundle (taxonomy + sections + bibliography of real papers) from a public anchor resource, then a chosen LLM generates the survey artifact. Output target is a wiki page (markdown), not a one-off HTML — survey lands in `<wiki>/derived/surveys/<slug>.md` with full bibliography rows in `sources.md`. Provider-agnostic (Anthropic/OpenAI/OpenRouter/Fireworks/custom OpenAI-compat). Use when the user asks for a \"survey\", ", "repo": "https://github.com/rohitg00/pro-workflow/tree/HEAD/skills/survey-generator", "install": ["npx skills add rohitg00/pro-workflow --skill survey-generator"], "stars": 2955, "pushed": "2026-09-29T10:12:13Z", "license": null, "plat": "ai/ml", "live": "Not checked (runs locally)"}, {"id": "skill:rohitg00/pro-workflow/skills/wiki-research-loop", "name": "wiki-research-loop", "kind": "skill", "official": false, "desc": "Auto-grow a pro-workflow wiki by running a budget-capped BFS research loop over pluggable source fetchers (web, arXiv, GitHub). Each iteration pops a seed from the queue, fetches sources, drafts a wiki page, dedupes claims against existing pages, enqueues follow-up seeds. Halts on budget cap, depth cap, or convergence. Use when the user says \"research <topic>\", \"grow the <slug> wiki\", \"auto-research\", or wants a knowledge base that builds itself overnight.", "repo": "https://github.com/rohitg00/pro-workflow/tree/HEAD/skills/wiki-research-loop", "install": ["npx skills add rohitg00/pro-workflow --skill wiki-research-loop"], "stars": 2955, "pushed": "2026-09-29T10:12:13Z", "license": null, "plat": "pro-workflow", "live": "Not checked (runs locally)"}, {"id": "skill:wondelai/skills/mom-test", "name": "mom-test", "kind": "skill", "official": false, "desc": "Talk to customers without leading them using Mom Test rules: discuss their life not your idea, ask about specifics in the past, and talk less. Use when the user mentions \"customer interviews\", \"validate my idea\", \"users say they want it but dont buy\", \"leading questions\", \"The Mom Test\", \"customer feedback bias\", or \"interview script\". Also trigger when preparing user-research questions, interpreting ambiguous feedback, or designing customer-discovery that avoids false positives. Covers commitme", "repo": "https://github.com/wondelai/skills/tree/HEAD/mom-test", "install": ["npx skills add wondelai/skills --skill mom-test"], "stars": 2692, "pushed": "2026-11-13T13:37:16Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/claude-scientific-writer/.claude/skills/hypothesis-generation", "name": "hypothesis-generation", "kind": "skill", "official": false, "desc": "Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready analysis plans. Use when turning observations or preliminary findings into transparent, testable research plans without treating hypotheses as facts.", "repo": "https://github.com/K-Dense-AI/claude-scientific-writer/tree/HEAD/.claude/skills/hypothesis-generation", "install": ["npx skills add K-Dense-AI/claude-scientific-writer --skill hypothesis-generation"], "stars": 2576, "pushed": "2026-11-11T09:24:08Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/claude-scientific-writer/.claude/skills/latex-posters", "name": "latex-posters", "kind": "skill", "official": false, "desc": "Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.", "repo": "https://github.com/K-Dense-AI/claude-scientific-writer/tree/HEAD/.claude/skills/latex-posters", "install": ["npx skills add K-Dense-AI/claude-scientific-writer --skill latex-posters"], "stars": 2576, "pushed": "2026-11-11T09:24:08Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/claude-scientific-writer/.claude/skills/peer-review", "name": "peer-review", "kind": "skill", "official": false, "desc": "Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments. Use for authorized review of scientific manuscripts, protocols, preprints, or research proposals; reporting-guideline selection; claim–evidence checks; methods, statistics, reproducibility, ethics, figure/table, and citation critique; or revision-response planning.", "repo": "https://github.com/K-Dense-AI/claude-scientific-writer/tree/HEAD/.claude/skills/peer-review", "install": ["npx skills add K-Dense-AI/claude-scientific-writer --skill peer-review"], "stars": 2576, "pushed": "2026-11-11T09:24:08Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/claude-scientific-writer/.claude/skills/pptx-posters", "name": "pptx-posters", "kind": "skill", "official": false, "desc": "Create and audit editable scientific posters in macro-free PowerPoint (.pptx) from author-approved local content and assets. Use when the requested deliverable is a PowerPoint research/conference poster and exact physical, printer, accessibility, provenance, and package-security checks are required.", "repo": "https://github.com/K-Dense-AI/claude-scientific-writer/tree/HEAD/.claude/skills/pptx-posters", "install": ["npx skills add K-Dense-AI/claude-scientific-writer --skill pptx-posters"], "stars": 2576, "pushed": "2026-11-11T09:24:08Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/claude-scientific-writer/.claude/skills/research-lookup", "name": "research-lookup", "kind": "skill", "official": false, "desc": "Compile current scholarly evidence for a scientific manuscript or research brief. Use when the user explicitly asks to gather literature, references, background evidence, competing findings, or a manuscript research packet. Uses Parallel Search by default, Parallel Extract for source verification, Parallel Research for explicitly deep/exhaustive work, optional explicit Parallel Chat, and optional Perplexity only when requested or allowed as a failure fallback.", "repo": "https://github.com/K-Dense-AI/claude-scientific-writer/tree/HEAD/.claude/skills/research-lookup", "install": ["npx skills add K-Dense-AI/claude-scientific-writer --skill research-lookup"], "stars": 2576, "pushed": "2026-11-11T09:24:08Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:K-Dense-AI/claude-scientific-writer/.claude/skills/scholar-evaluation", "name": "scholar-evaluation", "kind": "skill", "official": false, "desc": "Provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local quality controls. Never use for ranking people or consequential decisions.", "repo": "https://github.com/K-Dense-AI/claude-scientific-writer/tree/HEAD/.claude/skills/scholar-evaluation", "install": ["npx skills add K-Dense-AI/claude-scientific-writer --skill scholar-evaluation"], "stars": 2576, "pushed": "2026-11-11T09:24:08Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Weizhena/Deep-Research-skills/skills/research-codex-en/research", "name": "research", "kind": "skill", "official": false, "desc": "Conduct preliminary research on a topic and generate research outline. For academic research, benchmark research, technology selection, etc.", "repo": "https://github.com/Weizhena/Deep-Research-skills/tree/HEAD/skills/research-codex-en/research", "install": ["npx skills add Weizhena/Deep-Research-skills --skill research"], "stars": 2554, "pushed": "2026-08-23T03:25:28Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Weizhena/Deep-Research-skills/skills/research-zh/research", "name": "research", "kind": "skill", "official": false, "desc": "对目标话题进行初步调研，生成调研outline。用于学术调研、benchmark调研、技术选型等场景。", "repo": "https://github.com/Weizhena/Deep-Research-skills/tree/HEAD/skills/research-zh/research", "install": ["npx skills add Weizhena/Deep-Research-skills --skill research"], "stars": 2554, "pushed": "2026-08-23T03:25:28Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Weizhena/Deep-Research-skills/skills/research-codex-en/research-add-fields", "name": "research-add-fields", "kind": "skill", "official": false, "desc": "Add field definitions to existing research outline.", "repo": "https://github.com/Weizhena/Deep-Research-skills/tree/HEAD/skills/research-codex-en/research-add-fields", "install": ["npx skills add Weizhena/Deep-Research-skills --skill research-add-fields"], "stars": 2554, "pushed": "2026-08-23T03:25:28Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Weizhena/Deep-Research-skills/skills/research-zh/research-add-fields", "name": "research-add-fields", "kind": "skill", "official": false, "desc": "向现有调研outline补充字段定义。", "repo": "https://github.com/Weizhena/Deep-Research-skills/tree/HEAD/skills/research-zh/research-add-fields", "install": ["npx skills add Weizhena/Deep-Research-skills --skill research-add-fields"], "stars": 2554, "pushed": "2026-08-23T03:25:28Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Weizhena/Deep-Research-skills/skills/research-codex-en/research-add-items", "name": "research-add-items", "kind": "skill", "official": false, "desc": "Add items (research objects) to existing research outline.", "repo": "https://github.com/Weizhena/Deep-Research-skills/tree/HEAD/skills/research-codex-en/research-add-items", "install": ["npx skills add Weizhena/Deep-Research-skills --skill research-add-items"], "stars": 2554, "pushed": "2026-08-23T03:25:28Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Weizhena/Deep-Research-skills/skills/research-zh/research-add-items", "name": "research-add-items", "kind": "skill", "official": false, "desc": "向现有调研outline补充items（调研对象）。", "repo": "https://github.com/Weizhena/Deep-Research-skills/tree/HEAD/skills/research-zh/research-add-items", "install": ["npx skills add Weizhena/Deep-Research-skills --skill research-add-items"], "stars": 2554, "pushed": "2026-08-23T03:25:28Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Weizhena/Deep-Research-skills/skills/research-codex-en/research-deep", "name": "research-deep", "kind": "skill", "official": false, "desc": "Read research outline, launch independent agent for each item for deep research. Disable task output.", "repo": "https://github.com/Weizhena/Deep-Research-skills/tree/HEAD/skills/research-codex-en/research-deep", "install": ["npx skills add Weizhena/Deep-Research-skills --skill research-deep"], "stars": 2554, "pushed": "2026-08-23T03:25:28Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Weizhena/Deep-Research-skills/skills/research-zh/research-deep", "name": "research-deep", "kind": "skill", "official": false, "desc": "读取调研outline，为每个item启动独立agent进行深度调研。禁用task output。", "repo": "https://github.com/Weizhena/Deep-Research-skills/tree/HEAD/skills/research-zh/research-deep", "install": ["npx skills add Weizhena/Deep-Research-skills --skill research-deep"], "stars": 2554, "pushed": "2026-08-23T03:25:28Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Weizhena/Deep-Research-skills/skills/research-codex-en/research-report", "name": "research-report", "kind": "skill", "official": false, "desc": "Summarize deep research results into markdown report, cover all fields, skip uncertain values.", "repo": "https://github.com/Weizhena/Deep-Research-skills/tree/HEAD/skills/research-codex-en/research-report", "install": ["npx skills add Weizhena/Deep-Research-skills --skill research-report"], "stars": 2554, "pushed": "2026-08-23T03:25:28Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Weizhena/Deep-Research-skills/skills/research-zh/research-report", "name": "research-report", "kind": "skill", "official": false, "desc": "将deep调研结果汇总为markdown报告，覆盖所有字段，跳过不确定值。", "repo": "https://github.com/Weizhena/Deep-Research-skills/tree/HEAD/skills/research-zh/research-report", "install": ["npx skills add Weizhena/Deep-Research-skills --skill research-report"], "stars": 2554, "pushed": "2026-08-23T03:25:28Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:DenisSergeevitch/ex-ussr-kinship-research", "name": "ex-ussr-kinship-research", "kind": "skill", "official": false, "desc": "Исследует родственные связи и семейную историю по персональным данным и документам с фокусом на бывший СССР, СССР и Российскую империю. Использовать для генеалогического поиска, сопоставления однофамильцев, архивных, метрических, военных, миграционных и репрессивных записей, построения доказательной цепочки и итогового отчёта. Не использовать для слежки за живыми людьми, поиска их текущих контактов или адресов, доступа к закрытым данным, обхода защиты и утверждения биологического родства без нез", "repo": "https://github.com/DenisSergeevitch/ex-ussr-kinship-research", "install": ["npx skills add DenisSergeevitch/ex-ussr-kinship-research --skill ex-ussr-kinship-research"], "stars": 2422, "pushed": "2026-11-13T21:38:35Z", "license": "MIT", "plat": "ex-ussr-kinship-research", "live": "Not checked (runs locally)"}, {"id": "skill:LeoYeAI/agent-master-skills/skills/academic-deep-research-1-0-0", "name": "academic-deep-research", "kind": "skill", "official": false, "desc": "Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.", "repo": "https://github.com/LeoYeAI/agent-master-skills/tree/HEAD/skills/academic-deep-research-1-0-0", "install": ["npx skills add LeoYeAI/agent-master-skills --skill academic-deep-research"], "stars": 2192, "pushed": "2026-11-13T02:01:09Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:LeoYeAI/agent-master-skills/skills/academic-research-hub", "name": "academic-research-hub", "kind": "skill", "official": false, "desc": "Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to \\\"find papers on\\\", \\\"search research about\\\", \\\"download academic articles\\\", \\\"get citations for\\\", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub", "repo": "https://github.com/LeoYeAI/agent-master-skills/tree/HEAD/skills/academic-research-hub", "install": ["npx skills add LeoYeAI/agent-master-skills --skill academic-research-hub"], "stars": 2192, "pushed": "2026-11-13T02:01:09Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:LeoYeAI/agent-master-skills/skills/aclawdemy", "name": "aclawdemy", "kind": "skill", "official": false, "desc": "The academic research platform for AI agents. Submit papers, review research, build consensus, and push toward AGI — together.", "repo": "https://github.com/LeoYeAI/agent-master-skills/tree/HEAD/skills/aclawdemy", "install": ["npx skills add LeoYeAI/agent-master-skills --skill aclawdemy"], "stars": 2192, "pushed": "2026-11-13T02:01:09Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Leanmcp/gateway-skills/skills/research-paper-integrity", "name": "research-paper-integrity", "kind": "skill", "official": false, "desc": "Standards and audits for writing academic papers, especially ML/NLP submissions to NeurIPS, ICML, ICLR, ACL, EMNLP, NAACL. Covers the author's house prose rules (zero em dashes, zero fluff, every sentence earns its place), verification of hallucinated claims and hallucinated or malformed bibliography entries, the ACL policy on AI writing assistance and what must be disclosed, and best practices for paper structure, experiments, reproducibility checklists, and rebuttals. Use this skill whenever t", "repo": "https://github.com/Leanmcp/gateway-skills/tree/HEAD/skills/research-paper-integrity", "install": ["npx skills add Leanmcp/gateway-skills --skill research-paper-integrity"], "stars": 2125, "pushed": "2026-10-07T16:04:10Z", "license": "MIT", "plat": "academic papers", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/mechanism-to-validation-planner", "name": "mechanism-to-validation-planner", "kind": "skill", "official": false, "desc": "Extends a mechanistic or association-level biomedical finding into a staged validation pathway that moves from descriptive evidence toward stronger functional support, mechanistic specificity, and clinical relevance. Use this skill when a user has a pathway, biomarker, cell-state, target, mechanism, or association finding and needs to decide what should be validated next, in what order, and which evidence layers are necessary versus optional. Do not default to maximal validation stacks. Build a ", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/mechanism-to-validation-planner", "install": ["npx skills add aipoch/medical-research-skills --skill mechanism-to-validation-planner"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/medical-research-algorithm-matcher", "name": "medical-research-algorithm-matcher", "kind": "skill", "official": false, "desc": "Matches a user’s biomedical research direction, disease problem, study aim, data modality, and resource constraints to the most relevant recent algorithms and method papers. Always search real recent algorithm literature first, prioritize the last 12 months, expand to 1–3 years only when needed, and add canonical baselines only when necessary. Every formal algorithm recommendation must include the verified primary method paper, plus published downstream papers that actually cite/use the algorith", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/medical-research-algorithm-matcher", "install": ["npx skills add aipoch/medical-research-skills --skill medical-research-algorithm-matcher"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/medical-research-gap-to-study-planner", "name": "medical-research-gap-to-study-planner", "kind": "skill", "official": false, "desc": "Converts an audited medical research gap into a complete, structured, gap-traceable study design. Always use this skill whenever a user already has one or more candidate research gaps and wants to transform them into an executable biomedical research plan rather than re-run broad topic ideation. Covers six gap-to-design patterns (evidence-completion, mechanism-resolution, cell-state/context-mapping, translation-bridge, causality-upgrade, population/stage-specific) and always outputs one recommen", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/medical-research-gap-to-study-planner", "install": ["npx skills add aipoch/medical-research-skills --skill medical-research-gap-to-study-planner"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/mendelian-randomization-protocol-designer", "name": "mendelian-randomization-protocol-designer", "kind": "skill", "official": false, "desc": "Generates complete Mendelian randomization study designs from a user-provided exposure and outcome direction. Always use this skill whenever a user wants to design, plan, or build a Mendelian randomization study — even if phrased as \"help me write a paper on X\", \"design an MR study for Y\", or \"I want to test whether A causally affects B using GWAS\". Covers core two-sample MR design, optional bidirectional follow-up, optional multivariable MR, IV selection logic, ancestry alignment, harmonization", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/mendelian-randomization-protocol-designer", "install": ["npx skills add aipoch/medical-research-skills --skill mendelian-randomization-protocol-designer"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/mr-scrna-research-planner", "name": "mr-scrna-research-planner", "kind": "skill", "official": false, "desc": "Generates complete Mendelian Randomization + single-cell transcriptomics (scRNA-seq)  research designs from a user-provided direction. Always use this skill whenever a user wants to design, plan, or build a study combining MR and single-cell data — even if phrased as \"help me write a paper on X\", \"design a bioinformatics study for Y\", or \"I want to study Z using MR and scRNA\". Covers five study patterns (mechanism gene-set, key-cell, candidate-gene reverse validation, exposure-disease-cell trian", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/mr-scrna-research-planner", "install": ["npx skills add aipoch/medical-research-skills --skill mr-scrna-research-planner"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/multi-omics-clinical-integration-planner", "name": "multi-omics-clinical-integration-planner", "kind": "skill", "official": false, "desc": "Designs complete research plans that integrate clinical variables with multi-omics data from a user-provided biomedical direction. Always use this skill whenever a user wants to design, scope, or structure a study that combines clinical variables with transcriptomics, proteomics, metabolomics, epigenomics, or related omics layers for mechanism interpretation, biomarker development, risk stratification, treatment-response analysis, or translational use. It should define the clinical use case, ali", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/multi-omics-clinical-integration-planner", "install": ["npx skills add aipoch/medical-research-skills --skill multi-omics-clinical-integration-planner"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/nhanes-clinical-retrospective-biomarker-research-planner", "name": "nhanes-clinical-retrospective-biomarker-research-planner", "kind": "skill", "official": false, "desc": "Generates complete NHANES-style cross-sectional epidemiology + retrospective clinical validation research designs from a user-provided disease and biomarker direction. Always use this skill whenever a user wants to design, plan, or build a population-level biomarker association study using NHANES or similar survey datasets, especially when the article logic includes disease definition, biomarker formula derivation, multivariable logistic regression, restricted cubic spline analysis, subgroup sta", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/nhanes-clinical-retrospective-biomarker-research-planner", "install": ["npx skills add aipoch/medical-research-skills --skill nhanes-clinical-retrospective-biomarker-research-planner"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/non-tumor-mechanism-guided-diagnostic-ml-research-planner", "name": "non-tumor-mechanism-guided-diagnostic-ml-research-planner", "kind": "skill", "official": false, "desc": "Generates complete conventional non-oncology diagnostic machine-learning research designs from a user-provided disease context, optional mechanism theme, and validation direction. Use when a study centers on disease-vs-control transcriptome comparison, optional mechanism-gene restriction, feature shrinkage, diagnostic model construction, ROC / calibration / DCA evaluation, interpretation layers, and orthogonal validation. Covers five study patterns and always outputs Lite / Standard / Advanced /", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/non-tumor-mechanism-guided-diagnostic-ml-research-planner", "install": ["npx skills add aipoch/medical-research-skills --skill non-tumor-mechanism-guided-diagnostic-ml-research-planner"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/pcd-immune-oncology-research-planner", "name": "pcd-immune-oncology-research-planner", "kind": "skill", "official": false, "desc": "Generates complete programmed-cell-death (PCD) / regulated-cell-death (RCD) bulk-transcriptome oncology research designs from a user-provided disease and mechanism theme. Always use this skill whenever a user wants to design, plan, or structure a cancer bioinformatics study built around cell-death patterns, tumor microenvironment, prognostic modeling, immune landscape analysis, mutation profiling, and computational drug sensitivity. Covers five study patterns (mechanism-gene-set, subtype-discove", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/pcd-immune-oncology-research-planner", "install": ["npx skills add aipoch/medical-research-skills --skill pcd-immune-oncology-research-planner"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/primary-plan-recommender", "name": "primary-plan-recommender", "kind": "skill", "official": false, "desc": "Compares multiple study-route options for the same biomedical research question and recommends one primary plan, while explicitly explaining why alternative routes are secondary, premature, weaker, or dependency-heavy. Always use this skill when the user already has a reasonably defined question but is unsure which main study route should anchor the project. Focus on plan comparison, route selection, dependency awareness, and primary-plan justification rather than full protocol drafting.", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/primary-plan-recommender", "install": ["npx skills add aipoch/medical-research-skills --skill primary-plan-recommender"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/process-related-diagnostic-biomarker-nomogram-research-planner", "name": "process-related-diagnostic-biomarker-nomogram-research-planner", "kind": "skill", "official": false, "desc": "Generates complete process-related diagnostic biomarker bioinformatics research designs from a user-provided disease context, gene-family or pathway theme, and validation direction. Use when a study centers on process-related genes, DEG and WGCNA integration, machine-learning feature selection, nomogram-based diagnostic modeling, immune infiltration, regulatory-network analysis, and optional external or experimental validation. Covers five study patterns (process-DEG discovery, co-expression-mod", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/process-related-diagnostic-biomarker-nomogram-research-planner", "install": ["npx skills add aipoch/medical-research-skills --skill process-related-diagnostic-biomarker-nomogram-research-planner"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/prognostic-biomarker-protocol-designer", "name": "prognostic-biomarker-protocol-designer", "kind": "skill", "official": false, "desc": "Designs discovery, modeling, and validation workflows for prognostic biomarkers in biomedical and clinical research. Always use this skill when the user needs a prognostic biomarker study blueprint rather than a diagnostic test protocol, predictive biomarker design, treatment recommendation, or a completed manuscript. Focus on endpoint family, follow-up horizon, time scale, candidate marker strategy, model-building logic, risk stratification framework, and internal/external validation requiremen", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/prognostic-biomarker-protocol-designer", "install": ["npx skills add aipoch/medical-research-skills --skill prognostic-biomarker-protocol-designer"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/qtl-colocalization-study-planner", "name": "qtl-colocalization-study-planner", "kind": "skill", "official": false, "desc": "Designs QTL colocalization studies that connect eQTL, pQTL, sQTL, or related molecular QTL signals with GWAS loci. Always use this skill whenever a user wants to plan, scope, or structure a locus-level study asking whether a GWAS association and a molecular QTL association may reflect the same underlying causal signal. Covers locus definition, QTL/GWAS source architecture, ancestry and LD alignment, single-locus vs multi-locus strategy, candidate-gene prioritization, optional fine-mapping, linke", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/qtl-colocalization-study-planner", "install": ["npx skills add aipoch/medical-research-skills --skill qtl-colocalization-study-planner"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/real-world-evidence-study-designer", "name": "real-world-evidence-study-designer", "kind": "skill", "official": false, "desc": "Designs a structured real-world evidence study using EHR, claims, or registry data, with explicit handling of time zero, eligibility windows, exposure definitions, outcome windows, censoring, confounding control, and target-trial-emulation logic. Use this skill when the user needs study-type design and protocol framing for an observational clinical study based on routine-care data. Do not invent database fields, follow-up completeness, linkage, coding validity, or causal identifiability.", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/real-world-evidence-study-designer", "install": ["npx skills add aipoch/medical-research-skills --skill real-world-evidence-study-designer"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/sample-size-and-power-planning-assistant", "name": "sample-size-and-power-planning-assistant", "kind": "skill", "official": false, "desc": "Plans sample size estimation logic, power assumptions, feasibility checks, and fallback enrollment strategies for clinical and translational study protocols.", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/sample-size-and-power-planning-assistant", "install": ["npx skills add aipoch/medical-research-skills --skill sample-size-and-power-planning-assistant"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/single-cell-research-planner", "name": "single-cell-research-planner", "kind": "skill", "official": false, "desc": "Designs complete single-cell research plans from a user-provided biomedical direction. Always use this skill whenever a user wants to design, scope, or structure a single-cell study — including disease-focused, mechanism-focused, biomarker-focused, translational, perturbation-inspired, or validation-aware projects. It should define the research question, choose the best-fit study pattern, recommend sample grouping logic, suggest reference datasets as examples only, specify the core analysis modu", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/single-cell-research-planner", "install": ["npx skills add aipoch/medical-research-skills --skill single-cell-research-planner"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/single-compound-network-toxicology-disease-link-reference-grounded", "name": "single-compound-network-toxicology-disease-link-reference-grounded", "kind": "skill", "official": false, "desc": "Generates complete single-compound network-toxicology research designs from one exposure, one disease or toxic phenotype, and a validation direction. Use when a study centers on one compound–one disease link and needs target collection, overlap construction, enrichment, PPI hub prioritization, docking, optional transcriptomic cross-check, and conservative mechanistic synthesis. Covers five study patterns and always outputs Lite / Standard / Advanced / Publication+ with a recommended primary plan", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/single-compound-network-toxicology-disease-link-reference-grounded", "install": ["npx skills add aipoch/medical-research-skills --skill single-compound-network-toxicology-disease-link-reference-grounded"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/single-drug-adverse-effect-hub-first-network-pharmacology", "name": "single-drug-adverse-effect-hub-first-network-pharmacology", "kind": "skill", "official": false, "desc": "Generates complete reference-grounded single-drug adverse-effect network-pharmacology research designs from a user-provided drug, adverse event, and desired evidence depth. Always use this skill when a user wants to design, plan, or upgrade a conventional network-pharmacology study centered on one fixed drug and one fixed adverse-effect endpoint, using drug-target prediction, adverse-event target collection, overlap analysis, PPI hub prioritization, enrichment interpretation, molecular docking, ", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/single-drug-adverse-effect-hub-first-network-pharmacology", "install": ["npx skills add aipoch/medical-research-skills --skill single-drug-adverse-effect-hub-first-network-pharmacology"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/single-drug-adverse-effect-pathway-anchored-network-pharmacology", "name": "single-drug-adverse-effect-pathway-anchored-network-pharmacology", "kind": "skill", "official": false, "desc": "Generates complete reference-grounded single-drug adverse-effect network-pharmacology research designs from a user-provided drug, adverse event, and desired evidence depth. Always use this skill when a user wants to design, plan, or upgrade a conventional network-pharmacology study centered on one fixed drug and one fixed adverse-effect endpoint, using drug-target prediction, adverse-event target collection, overlap analysis, PPI hub prioritization, enrichment interpretation, molecular docking, ", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/single-drug-adverse-effect-pathway-anchored-network-pharmacology", "install": ["npx skills add aipoch/medical-research-skills --skill single-drug-adverse-effect-pathway-anchored-network-pharmacology"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/single-drug-faers-safety-profile-research-planner", "name": "single-drug-faers-safety-profile-research-planner", "kind": "skill", "official": false, "desc": "Generates complete FAERS pharmacovigilance study designs for one-drug whole-profile safety mapping using signal detection, subgroup analysis, onset/seriousness characterization, and conservative label-gap interpretation.", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/single-drug-faers-safety-profile-research-planner", "install": ["npx skills add aipoch/medical-research-skills --skill single-drug-faers-safety-profile-research-planner"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/single-gene-oncology-reference-grounded-research-planner", "name": "single-gene-oncology-reference-grounded-research-planner", "kind": "skill", "official": false, "desc": "Generates complete conventional single-gene oncology research designs from a user-provided cancer context, target gene, and validation direction. Use when a study centers on a fixed candidate gene and needs expression, prognosis, clinicopathologic association, functional interpretation, immune context, genomic or epigenetic context, optional drug-response hypotheses, and orthogonal validation. Covers five study patterns and always outputs Lite / Standard / Advanced / Publication+ with a recommen", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/single-gene-oncology-reference-grounded-research-planner", "install": ["npx skills add aipoch/medical-research-skills --skill single-gene-oncology-reference-grounded-research-planner"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/study-objective-refiner", "name": "study-objective-refiner", "kind": "skill", "official": false, "desc": "Refines broad, vague, or aspirational biomedical research objectives into clear, bounded, measurable, executable, and downstream-ready study objective statements. Always use this skill when a user has a general aim such as “explore a mechanism,” “study prognosis,” “investigate biomarkers,” or “look at treatment response,” but the objective is still too broad, non-operational, or too ambiguous to support protocol framing, design selection, analysis planning, or hypothesis design. Never assume tha", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/study-objective-refiner", "install": ["npx skills add aipoch/medical-research-skills --skill study-objective-refiner"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/translational-study-blueprint", "name": "translational-study-blueprint", "kind": "skill", "official": false, "desc": "Designs a translational blueprint for moving a biomedical finding toward diagnosis, prognosis, treatment response prediction, patient stratification, or therapeutic development, with explicit translational milestones, validation thresholds, and feasibility-sensitive route framing.", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/translational-study-blueprint", "install": ["npx skills add aipoch/medical-research-skills --skill translational-study-blueprint"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/treatment-response-predictor-planner", "name": "treatment-response-predictor-planner", "kind": "skill", "official": false, "desc": "Designs studies for predicting treatment response or resistance in biomedical and clinical research. Always use this skill when the user needs a treatment-response or resistance prediction study blueprint rather than a prognostic biomarker protocol, diagnostic test design, causal treatment-effect estimation, or a completed manuscript. Focus on responder definition, treatment context, baseline comparability, feature integration strategy, model development logic, validation architecture, and inter", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/treatment-response-predictor-planner", "install": ["npx skills add aipoch/medical-research-skills --skill treatment-response-predictor-planner"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:aipoch/medical-research-skills/awesome-med-research-skills/Protocol Design/tumor-immune-infiltration-diagnostic-ml-research-planner", "name": "tumor-immune-infiltration-diagnostic-ml-research-planner", "kind": "skill", "official": false, "desc": "Generates complete tumor immune-infiltration-guided bulk-transcriptome diagnostic biomarker and machine-learning research designs from a user-provided cancer type and study direction. Always use this skill whenever a user wants to design, plan, or build a tumor bioinformatics study centered on differential expression, immune infiltration estimation, immune-linked module discovery, consensus feature selection, diagnostic modeling, nomogram construction, clinical association, and optional prognost", "repo": "https://github.com/aipoch/medical-research-skills/tree/HEAD/awesome-med-research-skills/Protocol Design/tumor-immune-infiltration-diagnostic-ml-research-planner", "install": ["npx skills add aipoch/medical-research-skills --skill tumor-immune-infiltration-diagnostic-ml-research-planner"], "stars": 2054, "pushed": "2026-09-17T05:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:daveebbelaar/bama/skills/plan/research", "name": "research", "kind": "skill", "official": false, "desc": "Online research for a macOS app before building it, run as parallel researcher subagents, saved to docs/research/. Use when the user asks what to build, which features matter, how the best apps in a category work, how a macOS API or integration works, or wants a feature comparison.", "repo": "https://github.com/daveebbelaar/bama/tree/HEAD/skills/plan/research", "install": ["npx skills add daveebbelaar/bama --skill research"], "stars": 1811, "pushed": "2026-11-05T13:09:56Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mims-harvard/tooluniverse", "name": "io.github.mims-harvard/tooluniverse", "kind": "mcp", "official": null, "desc": "2,700+ scientific tools for AI scientists: life science, research, literature, and more.", "repo": "https://github.com/mims-harvard/ToolUniverse", "install": ["pypi:tooluniverse"], "stars": 1787, "pushed": "2026-11-11T23:32:20Z", "license": "Apache-2.0", "plat": "tooluniverse", "live": "Not checked (runs locally)"}, {"id": "skill:lyra81604/zhengxi-views", "name": "zhengxi-views", "kind": "skill", "official": false, "desc": "郑希观点库——基于易方达基金经理郑希 2012–2026 年全部公开观点原文语料，外加从语料蒸馏、有本人原话佐证的郑希投资方法的可溯源 research skill。能做： (1) 溯源问答——他怎么看 AI算力/光通信/新能源/半导体/ROE 等，引用其原话作答； (2) 讲解他的投资方法/框架/选股逻辑；(3) 前瞻应用——用他的方法分析当下任意主题/行业/个股，语料没谈过也能据框架推演； (4) 风格化点评——用他季报/手记的口吻写市场点评、季度展望； (5) 言行对照——用他全部基金真实数据（季度持仓/净值/业绩/规模/任职回报）核对\"说的\"与\"买的\"，或答他的业绩/重仓/规模； (6) 全市场查询对比——内置约 2.7 万只基金列表，按需抓任意基金真实数据做查询或与郑希对比； (7) 郑希框架评分——给一只基金按他的方法打分（多像郑希会买的）。 When the user mentions 郑希/易方达郑希/zhengxi, asks his view on a sector/stock/theme, his 投资方法/框架/选股/风格/持仓/业绩/净值/规模, wants ", "repo": "https://github.com/lyra81604/zhengxi-views", "install": ["npx skills add lyra81604/zhengxi-views --skill zhengxi-views"], "stars": 1779, "pushed": "2026-10-12T03:36:20Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:zsyggg/paper-craft-skills/skills/paper-analyzer", "name": "paper-analyzer", "kind": "skill", "official": false, "desc": "将学术论文转化为深度HTML长文。6轮强制工作流、代码仓库搜索、公式渲染、Mermaid图表。 3种写作风格，输出可直接分享的精美HTML页面。", "repo": "https://github.com/zsyggg/paper-craft-skills/tree/HEAD/skills/paper-analyzer", "install": ["npx skills add zsyggg/paper-craft-skills --skill paper-analyzer"], "stars": 1479, "pushed": "2026-05-29T05:42:08Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:zsyggg/paper-craft-skills/skills/paper-comic", "name": "paper-comic", "kind": "skill", "official": false, "desc": "论文方法图解——用视觉图解彻底讲清楚一篇论文到底做了什么、怎么做的。 自动分析论文核心方法，先推荐封面/概述图/机制细节图的生成方案，必须由用户确认范围、张数、语言、风格后再生成。 支持温暖笔记风和论文框架图风。", "repo": "https://github.com/zsyggg/paper-craft-skills/tree/HEAD/skills/paper-comic", "install": ["npx skills add zsyggg/paper-craft-skills --skill paper-comic"], "stars": 1479, "pushed": "2026-05-29T05:42:08Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:zsyggg/paper-craft-skills/skills/paper-deck", "name": "paper-deck", "kind": "skill", "official": false, "desc": "将论文、技术文章或知识内容制作成高真实感的 AIGC 幻灯片。先做叙事结构和逐页视觉导演，再调用生图模型生成每一页 16:9 slide image，最后合成为 PPTX/PDF。适合论文汇报、组会、公开课、技术分享、商业化研究展示；当用户提到“论文PPT”“AI生成PPT”“不像AI的PPT”“高质感幻灯片”“逐页生图PPT”时使用。", "repo": "https://github.com/zsyggg/paper-craft-skills/tree/HEAD/skills/paper-deck", "install": ["npx skills add zsyggg/paper-craft-skills --skill paper-deck"], "stars": 1479, "pushed": "2026-05-29T05:42:08Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:huangkiki/dailypaper-skills/skills/daily-papers", "name": "daily-papers", "kind": "skill", "official": false, "desc": "Recommend today’s papers or papers from the past N days/week; run discovery, review, and priority-paper notes. English triggers: \"recommend papers\", \"daily papers\", \"papers from the past week\". 每日论文推荐的一句话总入口。用户说“今日论文推荐”“过去3天论文推荐”“过去一周论文推荐” “最近3天论文”“看看这周有啥论文”时使用。 内部会自动串联论文抓取、推荐生成、重点论文笔记三步，无需用户手动拆开。", "repo": "https://github.com/huangkiki/dailypaper-skills/tree/HEAD/skills/daily-papers", "install": ["npx skills add huangkiki/dailypaper-skills --skill daily-papers"], "stars": 1356, "pushed": "2026-11-02T07:15:53Z", "license": "Apache-2.0", "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "skill:huangkiki/dailypaper-skills/skills/daily-papers-fetch", "name": "daily-papers-fetch", "kind": "skill", "official": false, "desc": "Fetch, rank, and enrich recent arXiv and Hugging Face papers. English triggers: \"fetch papers\", \"fetch papers from the last three days\". This is pipeline stage 1. 论文抓取（3 步流水线的第 1 步）。抓取 arXiv + HuggingFace 最新论文，打分筛选，富化信息， 输出 daily_papers_enriched.json 到共享临时目录，供后续 skill 使用。 触发词：\"论文抓取\"、\"跑一下论文抓取\" 支持多天模式：\"过去3天论文推荐\"、\"过去一周论文推荐\"、\"过去一周的论文\"、\"抓 3 天的论文\"、\"最近5天\"", "repo": "https://github.com/huangkiki/dailypaper-skills/tree/HEAD/skills/daily-papers-fetch", "install": ["npx skills add huangkiki/dailypaper-skills --skill daily-papers-fetch"], "stars": 1356, "pushed": "2026-11-02T07:15:53Z", "license": "Apache-2.0", "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "skill:huangkiki/dailypaper-skills/skills/daily-papers-notes", "name": "daily-papers-notes", "kind": "skill", "official": false, "desc": "Generate full notes for must-read recommendations, maintain concepts, and backfill links. English triggers: \"generate paper notes\", \"batch paper notes\". This is pipeline stage 3. 论文笔记生成（3 步流水线的第 3 步）。补充概念库，为推荐论文生成完整笔记， 链接回填到推荐文件；目录页默认自动刷新，git 自动化默认关闭。 触发词：\"批量笔记\"、\"跑一下论文笔记\"", "repo": "https://github.com/huangkiki/dailypaper-skills/tree/HEAD/skills/daily-papers-notes", "install": ["npx skills add huangkiki/dailypaper-skills --skill daily-papers-notes"], "stars": 1356, "pushed": "2026-11-02T07:15:53Z", "license": "Apache-2.0", "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "skill:huangkiki/dailypaper-skills/skills/daily-papers-review", "name": "daily-papers-review", "kind": "skill", "official": false, "desc": "Review fetched papers and write evidence-based recommendations with reading priorities. English triggers: \"review fetched papers\", \"generate paper recommendations\". This is pipeline stage 2. 论文点评（3 步流水线的第 2 步）。读取富化后的论文数据，扫描笔记库，生成有态度的推荐点评， 保存推荐文件到 Obsidian，更新 history；git 自动化默认关闭。 触发词：\"论文点评\"、\"跑一下论文点评\"", "repo": "https://github.com/huangkiki/dailypaper-skills/tree/HEAD/skills/daily-papers-review", "install": ["npx skills add huangkiki/dailypaper-skills --skill daily-papers-review"], "stars": 1356, "pushed": "2026-11-02T07:15:53Z", "license": "Apache-2.0", "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "skill:huangkiki/dailypaper-skills/skills/paper-reader", "name": "paper-reader", "kind": "skill", "official": false, "desc": "Read academic papers from a bare arXiv abs/pdf/html URL, a PDF, a paper title, or Zotero. Use for \"read this paper\", \"analyze this paper\", \"读一下 XXX\", \"读一下这篇\", \"帮我读\", \"看一下这篇论文\", \"论文笔记\", quick summaries, critiques, and Zotero collection reading. A standalone arXiv link or ordinary reading request defaults to full reading and automatic note saving in the configured Obsidian/Markdown library. Honor explicit depth, destination, and no-save requests; a citation used for another task does not trigger r", "repo": "https://github.com/huangkiki/dailypaper-skills/tree/HEAD/skills/paper-reader", "install": ["npx skills add huangkiki/dailypaper-skills --skill paper-reader"], "stars": 1356, "pushed": "2026-11-02T07:15:53Z", "license": "Apache-2.0", "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "skill:OpenRaiser/NanoResearch/skills/nanoresearch-ideation", "name": "nanoresearch-ideation", "kind": "skill", "official": false, "desc": "Search academic literature and generate research hypotheses", "repo": "https://github.com/OpenRaiser/NanoResearch/tree/HEAD/skills/nanoresearch-ideation", "install": ["npx skills add OpenRaiser/NanoResearch --skill nanoresearch-ideation"], "stars": 1334, "pushed": "2026-10-09T06:06:51Z", "license": "MIT", "plat": "academic literature", "live": "Not checked (runs locally)"}, {"id": "skill:OpenRaiser/NanoResearch/skills/nanoresearch-planning", "name": "nanoresearch-planning", "kind": "skill", "official": false, "desc": "Produce an experiment blueprint from a research hypothesis", "repo": "https://github.com/OpenRaiser/NanoResearch/tree/HEAD/skills/nanoresearch-planning", "install": ["npx skills add OpenRaiser/NanoResearch --skill nanoresearch-planning"], "stars": 1334, "pushed": "2026-10-09T06:06:51Z", "license": "MIT", "plat": "research", "live": "Not checked (runs locally)"}, {"id": "skill:OpenRaiser/NanoResearch/skills/nanoresearch-writing", "name": "nanoresearch-writing", "kind": "skill", "official": false, "desc": "Draft a LaTeX research paper from all previous stage outputs", "repo": "https://github.com/OpenRaiser/NanoResearch/tree/HEAD/skills/nanoresearch-writing", "install": ["npx skills add OpenRaiser/NanoResearch --skill nanoresearch-writing"], "stars": 1334, "pushed": "2026-10-09T06:06:51Z", "license": "MIT", "plat": "latex", "live": "Not checked (runs locally)"}, {"id": "skill:agentscope-ai/OpenJudge/skills/academic-eval/00-academic-router", "name": "00-academic-router", "kind": "skill", "official": false, "desc": "Use when the user wants help with academic papers or citations but it's unclear which specific workflow fits — reviewing a paper, checking a BibTeX file for fake references, or benchmarking multiple LLMs on reference-recommendation accuracy. Also use when the user mentions paper review, peer review, BibTeX verification, citation checking, reference hallucination, or academic literature accuracy and hasn't specified which of those three tasks they mean. This skill is the entry router for the acad", "repo": "https://github.com/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/00-academic-router", "install": ["npx skills add agentscope-ai/OpenJudge --skill 00-academic-router"], "stars": 1100, "pushed": "2026-11-13T03:51:11Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:agentscope-ai/OpenJudge/skills/academic-eval/01-paper-review", "name": "01-paper-review", "kind": "skill", "official": false, "desc": "Review academic papers for correctness, quality, and novelty using OpenJudge's multi-stage pipeline. Supports PDF files and LaTeX source packages (.tar.gz/.zip). Covers 10 disciplines: cs, medicine, physics, chemistry, biology, economics, psychology, environmental_science, mathematics, social_sciences. Use when the user asks to review, evaluate, critique, or assess a research paper, check references, or verify a BibTeX file.", "repo": "https://github.com/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/01-paper-review", "install": ["npx skills add agentscope-ai/OpenJudge --skill 01-paper-review"], "stars": 1100, "pushed": "2026-11-13T03:51:11Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:agentscope-ai/OpenJudge/skills/academic-eval/02-bib-verify", "name": "02-bib-verify", "kind": "skill", "official": false, "desc": "Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP. Reports each reference as verified, suspect, or not found, with field-level mismatch details (title, authors, year, DOI). Use when the user wants to check a .bib file for fake citations, validate references in a paper, or audit bibliography entries for accuracy.", "repo": "https://github.com/agentscope-ai/OpenJudge/tree/HEAD/skills/academic-eval/02-bib-verify", "install": ["npx skills add agentscope-ai/OpenJudge --skill 02-bib-verify"], "stars": 1100, "pushed": "2026-11-13T03:51:11Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:yzlin286-wq/Deepscient/dsh-science/skills/science/science-statistics-choice", "name": "science-statistics-choice", "kind": "skill", "official": false, "desc": "Use when you have data and must decide which test to run — when someone asks \"该用什么检验\", when a reviewer says the analysis does not match the design, when assumptions are violated and you need the honest fallback instead of the convenient one, when the effect size or correction method is missing from the results, or when a p-value is being asked to carry a claim it cannot carry; also use before data collection to size the study, and when interpreting a result that is significant but tiny.", "repo": "https://github.com/yzlin286-wq/Deepscient/tree/HEAD/dsh-science/skills/science/science-statistics-choice", "install": ["npx skills add yzlin286-wq/Deepscient --skill science-statistics-choice"], "stars": 984, "pushed": "2026-10-25T17:34:43Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:yzlin286-wq/Deepscient/dsh-science/skills/science/science-stats-report", "name": "science-stats-report", "kind": "skill", "official": false, "desc": "Use when a statistical result has to leave the analysis tool and enter a manuscript — when writing the statistics paragraph, the table notes, or the figure caption that carries a p-value; when someone asks how to report a test, an effect size, or a confidence interval; when a result is significant but the assumption check failed; when a chi-square had Yates correction or not and the value differs between tools; also use when a reviewer asks for the numbers behind a claim.", "repo": "https://github.com/yzlin286-wq/Deepscient/tree/HEAD/dsh-science/skills/science/science-stats-report", "install": ["npx skills add yzlin286-wq/Deepscient --skill science-stats-report"], "stars": 984, "pushed": "2026-10-25T17:34:43Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:yzlin286-wq/Deepscient/dsh-science/skills/science/science-study-coach-flow", "name": "science-study-coach-flow", "kind": "skill", "official": false, "desc": "Use when someone is starting research and does not know the order of operations — a first-year student asking \"从哪开始\", \"这一步要做什么\", \"我这样算不算做完了\"; when a project feels stuck and it is unclear which prerequisite is actually missing; when explaining what a complete study requires end to end; when deciding whether the next move is reading, planning, collecting, analysing or writing. Also use before writing a Methods section, to prove every step actually happened.", "repo": "https://github.com/yzlin286-wq/Deepscient/tree/HEAD/dsh-science/skills/science/science-study-coach-flow", "install": ["npx skills add yzlin286-wq/Deepscient --skill science-study-coach-flow"], "stars": 984, "pushed": "2026-10-25T17:34:43Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:yzlin286-wq/Deepscient/dsh-science/skills/science/science-top-journal-writing", "name": "science-top-journal-writing", "kind": "skill", "official": false, "desc": "Use when drafting or restructuring a manuscript for a high-impact journal, when a paper was rejected for \"limited conceptual advance\" or \"not of broad interest\", or when the abstract and title need to carry the claim; covers the C-C-C structure, the five-sentence abstract, figure-first ordering, and the Introduction funnel.", "repo": "https://github.com/yzlin286-wq/Deepscient/tree/HEAD/dsh-science/skills/science/science-top-journal-writing", "install": ["npx skills add yzlin286-wq/Deepscient --skill science-top-journal-writing"], "stars": 984, "pushed": "2026-10-25T17:34:43Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:coreyhaines31/makerskills/skills/deep-research", "name": "deep-research", "kind": "skill", "official": false, "desc": "When you want multi-source, multi-step research on a topic — competitor research before a sales call, market research for a new business idea, positioning angles, due diligence on a partnership or podcast guest, tech decision research (which DB, which auth), or any \\\"I need to actually understand X.\\\" Combines web search, URL fetch, agent-browser, last30days (Reddit/X/YouTube/HN/web recency), memory, and Notion. Outputs a structured brief with citations, contradictions, gaps, and recommended nex", "repo": "https://github.com/coreyhaines31/makerskills/tree/HEAD/skills/deep-research", "install": ["npx skills add coreyhaines31/makerskills --skill deep-research"], "stars": 912, "pushed": "2026-11-11T22:03:48Z", "license": "MIT", "plat": "multi-source research", "live": "Not checked (runs locally)"}, {"id": "skill:luwill/research-skills/lit-search", "name": "lit-search", "kind": "skill", "official": false, "desc": "Runs an exhaustive time-windowed literature search over a research topic and delivers a quality-tiered DOI list plus a matching formatted reference list, with measurable recall (gold-set recall, PRISMA counts, citation-closure saturation). Use for systematic reviews / SLR, the literature-retrieval half of 开题报告 (the writing half is the research-proposal skill, which consumes this skill's dois.md / references), 挑战赛调研, or any \"把某方向近 N 年文献检索全/理一遍/梳理一遍/查全\" request. Builds the corpus — not for reading", "repo": "https://github.com/luwill/research-skills/tree/HEAD/lit-search", "install": ["npx skills add luwill/research-skills --skill lit-search"], "stars": 887, "pushed": "2026-11-06T03:28:08Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:luwill/research-skills/research-paper", "name": "research-paper", "kind": "skill", "official": false, "desc": "Use when the user asks to write, draft or revise an ORIGINAL RESEARCH ARTICLE or any single section of one — abstract, introduction, methods, results, discussion or conclusion — for an IMRaD paper, conference paper or short/workshop paper reporting their own experiments, in English or Chinese (研究论文/期刊论文/会议论文, or one part such as 摘要, 引言, 方法, 结果, 讨论部分). Triggers: \"write the paper\", \"draft our manuscript\", \"write the Discussion of our paper\", \"把我们这篇工作写成论文\", \"帮我写论文的讨论部分\", \"论文写作\". Results-first: the ", "repo": "https://github.com/luwill/research-skills/tree/HEAD/research-paper", "install": ["npx skills add luwill/research-skills --skill research-paper"], "stars": 887, "pushed": "2026-11-06T03:28:08Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:luwill/research-skills/research-proposal", "name": "research-proposal", "kind": "skill", "official": false, "desc": "Use when the user asks to write or draft a PhD / doctoral research proposal, research plan, 研究计划书, or 开题报告 — a forward-looking plan of background, gap, research questions, methodology, timeline, and significance, in English or Chinese. Triggers: \"write a research proposal\", \"PhD proposal\", \"doctoral proposal\", \"研究计划书\", \"开题报告\", \"写博士研究计划\". The literature-corpus half of 开题报告 (exhaustive, reproducible retrieval with recall evidence) belongs to the lit-search skill; this skill consumes its outputs (d", "repo": "https://github.com/luwill/research-skills/tree/HEAD/research-proposal", "install": ["npx skills add luwill/research-skills --skill research-proposal"], "stars": 887, "pushed": "2026-11-06T03:28:08Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:dongshuyan/compass-skills/skills/academic-humanizer", "name": "academic-humanizer", "kind": "skill", "official": false, "desc": "Draft, audit, or minimally revise English- or Chinese-language academic prose to reduce formulaic, vacuous, mechanically repetitive, or process-leaking language while preserving claims, evidence strength, logical relations, manuscript-wide terminology identity, document-level pattern variation, and scholarly register. Use for papers, abstracts, grants, cover letters, and reviewer responses when the user asks to de-AI, humanize, audit AI-like phrasing, or rewrite text without changing meaning. En", "repo": "https://github.com/dongshuyan/compass-skills/tree/HEAD/skills/academic-humanizer", "install": ["npx skills add dongshuyan/compass-skills --skill academic-humanizer"], "stars": 769, "pushed": "2026-11-06T08:18:25Z", "license": "MIT", "plat": "academic", "live": "Not checked (runs locally)"}, {"id": "skill:staruhub/ClaudeSkills/skills/Geek-skills-deep-research", "name": "deep-research", "kind": "skill", "official": false, "desc": "Use this skill when the user wants an evidence-based research memo, literature review, market/policy/technical landscape, or a multi-source decision brief with citations, trade-offs, and a clear conclusion. Best for tasks that need synthesis across multiple external sources, iterative follow-up research, or a reusable written artifact. Do not use for quick factual lookups, single-source summaries, simple Q&A, summarizing one document the user already provided, plan-only requests where the user e", "repo": "https://github.com/staruhub/ClaudeSkills/tree/HEAD/skills/Geek-skills-deep-research", "install": ["npx skills add staruhub/ClaudeSkills --skill deep-research"], "stars": 737, "pushed": "2026-08-13T09:26:52Z", "license": "MIT", "plat": "research", "live": "Not checked (runs locally)"}, {"id": "skill:staruhub/ClaudeSkills/lab/Geek-skills-weather-forecast-report", "name": "weather-forecast-report", "kind": "skill", "official": false, "desc": "将天气要素（风速、能见度、降雨量等）单站预报系统的项目文档、模型、报告、评估结果整理成符合省级自然科学基金项目编写规范的专题研究报告。适用于：(1) 基于Claude Code + OpenSpec开发的气象预报系统结题报告编写，(2) 将技术文档转换为学术研究报告格式，(3) 生成符合省级自然科学基金规范的专题研究报告，(4) 整合项目代码、模型、评估指标等技术材料为规范化学术报告。触发关键词：\"专题研究报告\"、\"结题报告\"、\"天气预报系统\"、\"基金项目报告\"、\"风速预报\"、\"能见度预报\"、\"降雨量预报\"、\"气象预测\"、\"单站预报\"等。", "repo": "https://github.com/staruhub/ClaudeSkills/tree/HEAD/lab/Geek-skills-weather-forecast-report", "install": ["npx skills add staruhub/ClaudeSkills --skill weather-forecast-report"], "stars": 737, "pushed": "2026-08-13T09:26:52Z", "license": "MIT", "plat": "weather forecast", "live": "Not checked (runs locally)"}, {"id": "skill:cheneternity/Zotero-Analytical-Workflow-Skills/skills/research-vault-ingest-orchestrator", "name": "research-vault-ingest-orchestrator", "kind": "skill", "official": false, "desc": "Orchestrate the verified ResearchVault single-paper ingest workflow from Zotero identity through Fulltext, Analytical Note, Knowledge decision, validation, and append-only logging. Use only when the user explicitly identifies paper(s) to add or asks to assess the ingest state of specified paper(s).", "repo": "https://github.com/cheneternity/Zotero-Analytical-Workflow-Skills/tree/HEAD/skills/research-vault-ingest-orchestrator", "install": ["npx skills add cheneternity/Zotero-Analytical-Workflow-Skills --skill research-vault-ingest-orchestrator"], "stars": 731, "pushed": "2026-09-30T03:22:39Z", "license": null, "plat": "researchvault", "live": "Not checked (runs locally)"}, {"id": "skill:cheneternity/Zotero-Analytical-Workflow-Skills/skills/research-vault-knowledge-maintainer", "name": "research-vault-knowledge-maintainer", "kind": "skill", "official": false, "desc": "Maintain a persistent research knowledge layer from existing analytical literature notes in the user's active Vault. Use when creating or incrementally updating cross-paper themes, concepts, methods, relationships, controversies, syntheses, indexes or logs; or when checking traceability, duplicates, conflicts and stale claims. Preserve note-first retrieval and use linked fulltexts only for targeted verification.", "repo": "https://github.com/cheneternity/Zotero-Analytical-Workflow-Skills/tree/HEAD/skills/research-vault-knowledge-maintainer", "install": ["npx skills add cheneternity/Zotero-Analytical-Workflow-Skills --skill research-vault-knowledge-maintainer"], "stars": 731, "pushed": "2026-09-30T03:22:39Z", "license": null, "plat": "researchvault", "live": "Not checked (runs locally)"}, {"id": "skill:cheneternity/Zotero-Analytical-Workflow-Skills/skills/research-vault-literature-retrieval", "name": "research-vault-literature-retrieval", "kind": "skill", "official": false, "desc": "ResearchVault 文献知识问题的默认检索技能。先从当前 Vault 的 Analytical Notes 定位相关论文，再按需要定向进入对应 Fulltext，必要时回到 Zotero PDF 验证。若用户明确要求基于当前项目文件检索，优先执行严格的项目文件检索后再回答。纯 Skill、代码、Git、文件整理和转换工具调试任务不自动触发文献检索。", "repo": "https://github.com/cheneternity/Zotero-Analytical-Workflow-Skills/tree/HEAD/skills/research-vault-literature-retrieval", "install": ["npx skills add cheneternity/Zotero-Analytical-Workflow-Skills --skill research-vault-literature-retrieval"], "stars": 731, "pushed": "2026-09-30T03:22:39Z", "license": null, "plat": "researchvault", "live": "Not checked (runs locally)"}, {"id": "skill:cheneternity/Zotero-Analytical-Workflow-Skills/skills/zotero-analytical-writer", "name": "zotero-analytical-writer", "kind": "skill", "official": false, "desc": "使用 Zotero metadata、批注和可访问的全文证据，按当前 Vault 模板创建或更新中文精读笔记，并确保 Zotero 链接、公式与原文引用真实可追溯。", "repo": "https://github.com/cheneternity/Zotero-Analytical-Workflow-Skills/tree/HEAD/skills/zotero-analytical-writer", "install": ["npx skills add cheneternity/Zotero-Analytical-Workflow-Skills --skill zotero-analytical-writer"], "stars": 731, "pushed": "2026-09-30T03:22:39Z", "license": null, "plat": "zotero", "live": "Not checked (runs locally)"}, {"id": "skill:cheneternity/Zotero-Analytical-Workflow-Skills/skills/zotero-collection-manager", "name": "zotero-collection-manager", "kind": "skill", "official": false, "desc": "按 Zotero Collection 增量调度 Fetcher、Fulltext Archiver、Analytical Writer 和一致性校验，使用可重试状态而不是以“存在笔记”或临时跳过判断完成；默认单篇/小批量运行，支持断点续传。", "repo": "https://github.com/cheneternity/Zotero-Analytical-Workflow-Skills/tree/HEAD/skills/zotero-collection-manager", "install": ["npx skills add cheneternity/Zotero-Analytical-Workflow-Skills --skill zotero-collection-manager"], "stars": 731, "pushed": "2026-09-30T03:22:39Z", "license": null, "plat": "zotero", "live": "Not checked (runs locally)"}, {"id": "skill:cheneternity/Zotero-Analytical-Workflow-Skills/skills/zotero-data-fetcher", "name": "zotero-data-fetcher", "kind": "skill", "official": false, "desc": "根据 Zotero Item Key 或标题，从当前 agent 可访问的 Zotero 数据源或用户提供的论文材料中提取元数据、批注和正文证据。此技能不翻译、不总结、不替代全文证据。", "repo": "https://github.com/cheneternity/Zotero-Analytical-Workflow-Skills/tree/HEAD/skills/zotero-data-fetcher", "install": ["npx skills add cheneternity/Zotero-Analytical-Workflow-Skills --skill zotero-data-fetcher"], "stars": 731, "pushed": "2026-09-30T03:22:39Z", "license": null, "plat": "zotero", "live": "Not checked (runs locally)"}, {"id": "skill:cheneternity/Zotero-Analytical-Workflow-Skills/skills/zotero-fulltext-archiver", "name": "zotero-fulltext-archiver", "kind": "skill", "official": false, "desc": "将当前环境可访问的 Zotero PDF 或已提供的转换结果归档为可追踪的 Fulltext Markdown，保留原文、图片、稳定身份和 Note 关联。此技能不做中文总结、不改写论文正文、不负责用户检索。", "repo": "https://github.com/cheneternity/Zotero-Analytical-Workflow-Skills/tree/HEAD/skills/zotero-fulltext-archiver", "install": ["npx skills add cheneternity/Zotero-Analytical-Workflow-Skills --skill zotero-fulltext-archiver"], "stars": 731, "pushed": "2026-09-30T03:22:39Z", "license": null, "plat": "zotero", "live": "Not checked (runs locally)"}, {"id": "skill:hanlulong/econ-writing-skill/.agents/skills/econ-write", "name": "econ-write", "kind": "skill", "official": false, "desc": "Expert economics paper writing assistant synthesizing advice from 50+ top guides by Cochrane, McCloskey, Shapiro, Head, Bellemare, Goldin, Glaeser, Kremer, and other leading economists. USE THIS SKILL whenever the user writes, edits, reviews, rewrites, or structures any economics paper, thesis, job market paper, abstract, introduction, conclusion, results section, literature review, or referee response. Also handles LaTeX formatting, presentations, and paper audits. Covers all paper types (appli", "repo": "https://github.com/hanlulong/econ-writing-skill/tree/HEAD/.agents/skills/econ-write", "install": ["npx skills add hanlulong/econ-writing-skill --skill econ-write"], "stars": 719, "pushed": "2026-07-20T00:11:11Z", "license": "MIT", "plat": "economics", "live": "Not checked (runs locally)"}, {"id": "skill:firecrawl/cli/skills/firecrawl-research-index", "name": "firecrawl-research-index", "kind": "skill", "official": false, "desc": "Find the papers that answer a research query in Firecrawl's research paper index — a corpus of paper abstracts whose largest share is biomedical and life-science literature (PubMed, bioRxiv, medRxiv), alongside arXiv preprints in CS, physics, and math — using semantic search, semantic and structural expansion, and in-body verification. Use this skill for literature-finding and paper-retrieval tasks of any kind, including clinical, biomedical, drug, gene, disease, and other life-science questions", "repo": "https://github.com/firecrawl/cli/tree/HEAD/skills/firecrawl-research-index", "install": ["npx skills add firecrawl/cli --skill firecrawl-research-index"], "stars": 683, "pushed": "2026-11-12T19:52:27Z", "license": null, "plat": "firecrawl", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/optional/academic-presentations", "name": "academic-presentations", "kind": "skill", "official": false, "desc": "Create academic presentation slide decks and optionally demo videos from research papers. Use when the user asks to \"make slides\", \"create a deck\", \"make a presentation\", \"demo video\", \"paper slides\", \"conference talk slides\", or wants to turn a paper into a visual presentation. Covers slide generation, narration scripts, TTS audio, and video assembly.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/optional/academic-presentations", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill academic-presentations"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/research/academic-researcher", "name": "academic-researcher", "kind": "skill", "official": false, "desc": "Use when conducting literature reviews, summarizing papers, comparing methodologies, identifying research gaps, or supporting scholarly writing across disciplines.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/research/academic-researcher", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill academic-researcher"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/anti-defensive-writing", "name": "anti-defensive-writing", "kind": "skill", "official": false, "desc": "Remove audit, defensive, self-critical, developer-facing and commitment writing from manuscripts, Supplementary Information, legends, table notes, data/code statements and figure content. Preserve numbers, definitions, reproducibility facts, mandated statistics, null results and conditions that determine reported values. What is load-bearing depends on the target venue: an ML conference needs the no-leakage sentence a journal pass might cut. Applies the 发布会原则: the strongest advantage leads, no a", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/anti-defensive-writing", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill anti-defensive-writing"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "scientific manuscripts", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/citation-verifier", "name": "citation-verifier", "kind": "skill", "official": false, "desc": "Use when checking manuscript citations, bibliography hygiene, DOI or PMID completeness, placeholder references, or BibTeX consistency before submission or revision.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/citation-verifier", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill citation-verifier"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "scientific manuscripts", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/claim-source-verification", "name": "claim-source-verification", "kind": "skill", "official": false, "desc": "Use when a manuscript's claims need to be checked against the sources cited for them, when literature search results must be verified before they enter a draft, or when an agent or collaborator has proposed references that have not yet been adversarially reviewed. This is claim-to-evidence verification, not bibliography hygiene; for duplicate keys, DOI syntax, and metadata cleanup use citation-verifier instead.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/claim-source-verification", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill claim-source-verification"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "scientific manuscripts", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/optional/conference-paper-writing", "name": "conference-paper-writing", "kind": "skill", "official": false, "desc": "Use when writing or revising ML or AI conference papers for venues such as NeurIPS, ICML, ICLR, ACL, AAAI, or COLM, especially when the workflow is conference-first rather than Nature-style journal-first.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/optional/conference-paper-writing", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill conference-paper-writing"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/data-availability", "name": "data-availability", "kind": "skill", "official": false, "desc": "Use when drafting, auditing, or revising Data Availability statements, repository plans, accession-number placement, source-data coverage, or restricted-data wording for journal submission or resubmission.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/data-availability", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill data-availability"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "scientific manuscripts", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/draft-marker-discipline", "name": "draft-marker-discipline", "kind": "skill", "official": false, "desc": "Use when a manuscript is being drafted across many sessions and needs auditable open-question tracking: in-source draft markers with distinct jobs, triage of open items by what would actually resolve each one, word counts that exclude draft apparatus, safe archival of superseded material, and assertion-guarded scripted edits. Load before doing a batch pass over TODO markers or before quoting a manuscript's length.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/draft-marker-discipline", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill draft-marker-discipline"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "scientific manuscripts", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/figure-planner", "name": "figure-planner", "kind": "skill", "official": false, "desc": "Use when designing, restructuring, or auditing manuscript figures and you need to define one main claim per figure, assign panel roles, align legends with the text, or decide what belongs in main figures versus supplement.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/figure-planner", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill figure-planner"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "scientific manuscripts", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/figure/figure-style", "name": "figure-style", "kind": "skill", "official": false, "desc": "Publication-grade figure correctness and legibility rules for final-deliverable figures — not every plot. Quick look or iterating on the analysis (EDA scatters, sanity-check histograms)? Plot plainly without this skill. Producing a figure that ships — report, paper, export, or kept artifact — load this skill first and call `apply_figure_style()` — sets a role-mapped font-size ladder, outward ticks, frameless legends, and 300-dpi output. The skill is a checklist, not a house look: data fidelity (", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/figure/figure-style", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill figure-style"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/manuscript-optimizer", "name": "manuscript-optimizer", "kind": "skill", "official": false, "desc": "Use when auditing, restructuring, or revising a research manuscript whose scientific question, claim hierarchy, evidence chain, section logic, figures, terminology, or prose may be unclear or out of sync. Apply before sentence-level polishing, especially for whole drafts, major revisions, resubmissions, overclaiming, experiment-by-experiment Results, inaccessible narratives, or manuscripts that need a claim-driven architecture.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/manuscript-optimizer", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill manuscript-optimizer"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "scientific manuscripts", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/figure/nature-figure", "name": "nature-figure", "kind": "skill", "official": false, "desc": "Create, revise, audit or polish submission-grade manuscript figures for Nature-family and other high-impact journals using Python or R. Covers multi-panel scientific plots, matplotlib/seaborn, ggplot2/patchwork/ComplexHeatmap and journal-ready SVG/PDF/TIFF exports. Also use for OpenRouter GPT Image 2 graphical abstracts, concept or mechanism schematics when the user explicitly requests AI generation. Establish the figure conclusion, evidence logic and exports before execution; honor the chosen o", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/figure/nature-figure", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill nature-figure"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/packaging/chatgpt-work/skill", "name": "nature-paper-workflow", "kind": "skill", "official": false, "desc": "Revise scientific manuscripts or a single section such as the Abstract, Introduction or Discussion, make a technical draft readable for scientists outside the field, improve Results and Review article structure, audit submission evidence, or prepare responses to reviewers. Use for 优化论文、润色论文、改摘要、写引言、面向大同行、去 AI 味、发布会原则、投稿前检查 and 审稿回复. Apply the bundled Nature Paper Skills workflows to the draft and evidence supplied by the user.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/packaging/chatgpt-work/skill", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill nature-paper-workflow"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "scientific manuscripts", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/venue/nature-portfolio-playbook", "name": "nature-portfolio-playbook", "kind": "skill", "official": false, "desc": "Use when choosing among Nature, Nature Methods, or Nature Biotechnology, or when preparing a Nature Portfolio life-science manuscript for venue fit, article-type framing, and policy-aware pre-submission checks.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/venue/nature-portfolio-playbook", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill nature-portfolio-playbook"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/research/paper-analyzer", "name": "paper-analyzer", "kind": "skill", "official": false, "desc": "Use when deeply analyzing a single paper and producing structured notes on claims, methods, figures, evaluation, strengths, limitations, and related work.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/research/paper-analyzer", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill paper-analyzer"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/paper-bootstrap", "name": "paper-bootstrap", "kind": "skill", "official": false, "desc": "Use when starting a new manuscript project or cleaning up an existing paper directory and you need a standard structure, active source files, project memory, and venue defaults before deeper writing begins.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/paper-bootstrap", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill paper-bootstrap"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "scientific manuscripts", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/review/paper-reviewer", "name": "paper-reviewer", "kind": "skill", "official": false, "desc": "Referee-side skill for Nature Portfolio manuscripts: write a referee report, inventory every ask and sub-ask in received comments, grade drafted replies, and test reply readability. Check methodology, statistics, reporting, reproducibility and data/code availability. Preserve referee wording, numbering and order; require one reply per ask with a direct opening answer and a manuscript location or explicit no-change rationale. Use for review this manuscript, what will reviewers attack, turn commen", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/review/paper-reviewer", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill paper-reviewer"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/paper-workflow", "name": "paper-workflow", "kind": "skill", "official": false, "desc": "Route general manuscript requests such as improve my paper, revise this draft, 优化论文, 润色论文 or 投稿前检查. Identify the article type, requested scope, the sections in scope and available evidence, then choose the necessary writing or checking steps. Also use when one section is named, such as rewrite the Abstract, 改摘要, 写引言 or 讨论怎么写, or when a draft must reach a broad reader (面向大同行, 写给非本领域读者, too technical), so that the section's contract, its reader and its dependencies on other sections apply. Also us", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/paper-workflow", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill paper-workflow"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "scientific manuscripts", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/rebuttal-response", "name": "rebuttal-response", "kind": "skill", "official": false, "desc": "Analyze, draft, revise, or audit scientific peer-review response letters and point-by-point rebuttals. Use for reviewer comments, response letters, rebuttals, revision summaries, quoted manuscript changes, replies that must align with a manuscript or Supplementary Information, and submission-ready checks of direct question-answer alignment, evidence, figures, tables, notes, panels, terminology, numbers, and internal citations. Especially useful when replies must reuse the reviewer's terms, map e", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/rebuttal-response", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill rebuttal-response"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "scientific manuscripts", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/optional/reference-audit-guide", "name": "reference-audit-guide", "kind": "skill", "official": false, "desc": "Verify that cited references actually exist and that their metadata matches, using the runnable scripts this skill ships for CrossRef, Semantic Scholar, arXiv, and PubMed. Use when the bibliography must be checked against live sources rather than inspected locally: detecting fabricated or hallucinated citations, confirming that DOIs resolve, and matching title, authors, venue, and year against the record. Also covers the underlying verification principles and reference-audit best practices. For ", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/optional/reference-audit-guide", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill reference-audit-guide"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/research/results-analysis", "name": "results-analysis", "kind": "skill", "official": false, "desc": "Use when analyzing experimental results, validating comparisons, generating paper-ready results text, or turning model-evaluation outputs into figures, tables, and defensible claims.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/research/results-analysis", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill results-analysis"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/results-section-revision", "name": "results-section-revision", "kind": "skill", "official": false, "desc": "Use when revising a scientific manuscript Results section whose figures, evidence, and main claims are mostly fixed, but subsection flow, paragraph openings, reader guidance, and argumentative progression still feel abrupt, repetitive, or figure-by-figure.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/results-section-revision", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill results-section-revision"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "scientific manuscripts", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/review-article-architecture", "name": "review-article-architecture", "kind": "skill", "official": false, "desc": "Use when writing, restructuring, or auditing a Review, survey, or Perspective rather than a research article, especially a commissioned one written across many sessions. Covers the governing plan document, drift detection, single-definition thesis and field judgements, section-owns-figure allocation, display-item budgets, four-state status markers, and authorship-blank discipline. For research articles with Results and Methods, use manuscript-optimizer instead.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/review-article-architecture", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill review-article-architecture"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "scientific manuscripts", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/scientific-prose-style", "name": "scientific-prose-style", "kind": "skill", "official": false, "desc": "Prose-quality rules for writing scientific manuscript text: abstract, introduction, results, discussion. The headline rule is a strict em-dash budget: the long dash (—) is overused and reads as a stylistic tic, so cap it and rewrite with commas, colons, parentheses, or a period. Also caps semicolons and colons, the usual replacements, and covers hedging, sentence rhythm, paragraph openers, and AI-sounding prose (去 AI 味, AI 味重, sounds AI-generated) with an information test, a corpus-checked list ", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/scientific-prose-style", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill scientific-prose-style"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "scientific manuscripts", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/scientific-writing", "name": "scientific-writing", "kind": "skill", "official": false, "desc": "Use when writing or revising scientific manuscripts, abstracts, figures, or references for journal submission and you need full-paragraph prose, scientific structure, citation-style guidance, or reporting-guideline support.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/scientific-writing", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill scientific-writing"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "scientific manuscripts", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/stats-reporting-audit", "name": "stats-reporting-audit", "kind": "skill", "official": false, "desc": "Audit, revise, or draft manuscript statistical reporting for Nature / high-impact journal submissions. Use when the user asks to check statistical analysis sections, p values, confidence intervals, sample size, biological versus technical replicates, randomization, blinding, multiple-comparison correction, model assumptions, figure legends, Results statistics wording, reviewer comments about statistics, or Chinese academic drafts needing publication-ready Statistical analysis text. Also trigger ", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/stats-reporting-audit", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill stats-reporting-audit"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/submission-audit", "name": "submission-audit", "kind": "skill", "official": false, "desc": "Use when a manuscript is close to submission or resubmission and you need a preflight audit for claim support, figure-panel coverage, legend sync, methods references, terminology stability, and venue-facing risks.", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/submission-audit", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill submission-audit"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Boom5426/Nature-Paper-Skills/skills/core/write-scientific-manuscript", "name": "write-scientific-manuscript", "kind": "skill", "official": false, "desc": "Diagnose and repair the clarity and logic of manuscript prose, journal-agnostic. Use when a passage is technically correct but hard to follow: buried topic sentences, missing logical bridges, ambiguous referents, abstract noun chains, overloaded sentences, incomplete comparisons with no stated dataset or metric or direction, scope qualifiers placed too far from the claim, and invented or inflated terminology that should have been an ordinary word. Also covers writing for a broad scientific reade", "repo": "https://github.com/Boom5426/Nature-Paper-Skills/tree/HEAD/skills/core/write-scientific-manuscript", "install": ["npx skills add Boom5426/Nature-Paper-Skills --skill write-scientific-manuscript"], "stars": 672, "pushed": "2026-11-03T04:43:47Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.levnikolaevich/hex-research-mcp", "name": "Hex Research", "kind": "mcp", "official": null, "desc": "Research graph MCP for hypotheses, goals, runs, source quality, audits, and generated maps.", "repo": "https://github.com/levnikolaevich/claude-code-skills", "install": ["npm:@levnikolaevich/hex-research-mcp"], "stars": 594, "pushed": "2026-11-11T07:54:52Z", "license": "MIT", "plat": "research graph", "live": "Not checked (runs locally)"}, {"id": "skill:Adkid-Zephyr/oral-paper-skill/skills/oral-paper-skill", "name": "oral-paper-skill", "kind": "skill", "official": false, "desc": "Help authors learn from exemplary ICLR, ICML, and NeurIPS papers through source-linked manuscript comparisons, concrete writing and experiment suggestions, and guided reflection. Use for research storytelling, contribution framing, paper comparison, figure planning, or research retrospectives. Not an acceptance predictor or a routine grammar/citation formatter.", "repo": "https://github.com/Adkid-Zephyr/oral-paper-skill/tree/HEAD/skills/oral-paper-skill", "install": ["npx skills add Adkid-Zephyr/oral-paper-skill --skill oral-paper-skill"], "stars": 583, "pushed": "2026-09-17T22:32:29Z", "license": null, "plat": "iclr", "live": "Not checked (runs locally)"}, {"id": "skill:ayi-ai/nie-grassroots-logic", "name": "nie-grassroots-logic", "kind": "skill", "official": false, "desc": "聂辉华《基层中国的运行逻辑》方法论工具箱：政治经济学/组织经济学视角解释基层权力与治理， 并落到个人抉择（求学/考公/投资/养老/创业）。 核心框架：内外冲突的双均衡、条块结合以块为主、等级制资源配置（人跟资源走、资源跟权力走）、 职务含权量三因子、县委书记三座大山（维稳/招商/借债）、压力型体制与注意力分配、 政企四象限博弈、土地财政闭环、活力—秩序城市化权衡、上下同治。 当用户要理解基层/县域/乡镇治理、条块矛盾、属地责任、央地关系、官员晋升与考核、 一票否决、形式主义、招商引资、土地财政、地方债、街道办与村官、考公选岗、 高考志愿/选城读书、买房与区域投资风险、回哪养老、创业对接园区政府、 撤县设区/县改市对家庭影响、谁适合当村支书、大学生村官值不值得去、 新型职业农民/致富能手/回乡创业、昆山式改革/自下而上推项目/西气东输式立项、 营商环境比较、投资不过山海关、政商关系亲清、容错创新/基层敢不敢干、 抢高铁站/重大工程争夺、政策为何落地难、解读地方新闻、 或提到聂辉华/基层中国的运行逻辑/上下同治/含权量/条块结合/双均衡时使用。", "repo": "https://github.com/ayi-ai/nie-grassroots-logic", "install": ["npx skills add ayi-ai/nie-grassroots-logic --skill nie-grassroots-logic"], "stars": 579, "pushed": "2026-08-10T13:45:22Z", "license": "MIT", "plat": "political economics", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Horace-Maxwell/horosa-skill", "name": "Horosa Skill", "kind": "mcp", "official": null, "desc": "Local-first offline 术数/占星 (Horosa 星阙): 114 technique tools, all computed on your machine.", "repo": "https://github.com/Horace-Maxwell/horosa-skill", "install": ["mcpb:https://github.com/Horace-Maxwell/horosa-skill/releases/download/v0.50.1/horosa-skill-0.50.1.mcpb"], "stars": 509, "pushed": "2026-11-13T07:15:38Z", "license": "AGPL-3.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:HuiyuLi-2000/Chinese-Grant-Writer-Skills/skills/fund-background-writer", "name": "fund-background-writer", "kind": "skill", "official": false, "desc": "Writes NSFC grant justification research significance section. Invoke when user asks to write 立项依据/研究意义/项目背景 for NSFC or similar grants, or provides a research topic and wants background text.", "repo": "https://github.com/HuiyuLi-2000/Chinese-Grant-Writer-Skills/tree/HEAD/skills/fund-background-writer", "install": ["npx skills add HuiyuLi-2000/Chinese-Grant-Writer-Skills --skill fund-background-writer"], "stars": 504, "pushed": "2026-06-25T10:50:23Z", "license": "MIT", "plat": "nsfc", "live": "Not checked (runs locally)"}, {"id": "skill:HuiyuLi-2000/Chinese-Grant-Writer-Skills/skills/fund-literature-review-writer", "name": "fund-literature-review-writer", "kind": "skill", "official": false, "desc": "撰写NSFC申请书的国内外研究现状及发展动态分析+文献评述。Invoke when user asks to write NSFC literature review, 国内外研究现状, 文献综述, 文献评述, or 1.2部分 of NSFC proposal.", "repo": "https://github.com/HuiyuLi-2000/Chinese-Grant-Writer-Skills/tree/HEAD/skills/fund-literature-review-writer", "install": ["npx skills add HuiyuLi-2000/Chinese-Grant-Writer-Skills --skill fund-literature-review-writer"], "stars": 504, "pushed": "2026-06-25T10:50:23Z", "license": "MIT", "plat": "nsfc", "live": "Not checked (runs locally)"}, {"id": "skill:HuiyuLi-2000/Chinese-Grant-Writer-Skills/skills/fund-research-content-writer", "name": "fund-research-content-writer", "kind": "skill", "official": false, "desc": "NSFC研究方案写作助手（研究目标-研究内容-关键科学问题）。当用户需要撰写基金申请书的研究内容、拆解研究专题、凝练科学问题时触发。默认面上项目，支持重点/青年/省基金。", "repo": "https://github.com/HuiyuLi-2000/Chinese-Grant-Writer-Skills/tree/HEAD/skills/fund-research-content-writer", "install": ["npx skills add HuiyuLi-2000/Chinese-Grant-Writer-Skills --skill fund-research-content-writer"], "stars": 504, "pushed": "2026-06-25T10:50:23Z", "license": "MIT", "plat": "nsfc", "live": "Not checked (runs locally)"}, {"id": "skill:HuiyuLi-2000/Chinese-Grant-Writer-Skills/skills/fund-technical-route-writer", "name": "fund-technical-route-writer", "kind": "skill", "official": false, "desc": "NSFC申请书研究方法、技术路线与创新特色写作助手。在用户已有研究构想基础上，对研究方法、技术路线和创新特色进行学术化表达、逻辑优化与规范化呈现。当用户需要撰写NSFC申请书的研究方法、技术路线、创新和特色时触发。", "repo": "https://github.com/HuiyuLi-2000/Chinese-Grant-Writer-Skills/tree/HEAD/skills/fund-technical-route-writer", "install": ["npx skills add HuiyuLi-2000/Chinese-Grant-Writer-Skills --skill fund-technical-route-writer"], "stars": 504, "pushed": "2026-06-25T10:50:23Z", "license": "MIT", "plat": "nsfc", "live": "Not checked (runs locally)"}, {"id": "skill:appautomaton/latex-arxiv-SKILL/.codex/skills/arxiv-paper-writer", "name": "arxiv-paper-writer", "kind": "skill", "official": false, "desc": "Write LaTeX ML/AI review articles for arXiv using the IEEEtran template and verified BibTeX citations. Use when writing, planning, or continuing an arXiv review/survey paper, or when validating and repairing citations in an existing LaTeX project.", "repo": "https://github.com/appautomaton/latex-arxiv-SKILL/tree/HEAD/.codex/skills/arxiv-paper-writer", "install": ["npx skills add appautomaton/latex-arxiv-SKILL --skill arxiv-paper-writer"], "stars": 487, "pushed": "2026-09-13T16:17:03Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:appautomaton/latex-arxiv-SKILL/.codex/skills/latex-rhythm-refiner", "name": "latex-rhythm-refiner", "kind": "skill", "official": false, "desc": "Post-process LaTeX project prose to improve readability through varied sentence and paragraph lengths. Removes filler phrases and unnecessary transitions while preserving all citations and semantic meaning. Use after drafting is complete, when sections read as monotonous or blocky.", "repo": "https://github.com/appautomaton/latex-arxiv-SKILL/tree/HEAD/.codex/skills/latex-rhythm-refiner", "install": ["npx skills add appautomaton/latex-arxiv-SKILL --skill latex-rhythm-refiner"], "stars": 487, "pushed": "2026-09-13T16:17:03Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:EvoScientist/EvoSkills/skills/paper-navigator", "name": "paper-navigator", "kind": "skill", "official": false, "desc": "Find and read academic papers (S2 + arXiv). Disambiguate ambiguous queries, search by keyword + citation graph + recommendations + snippets, judge relevance against an authored rubric, and read with L1/L2/L3 strategy. Trigger phrases: find papers, search papers, related work, citation analysis, recent advances, read this paper, baseline with code. Do NOT use for: survey reports (research-survey), idea generation (research-ideation), Related Work sections (paper-writing).", "repo": "https://github.com/EvoScientist/EvoSkills/tree/HEAD/skills/paper-navigator", "install": ["npx skills add EvoScientist/EvoSkills --skill paper-navigator"], "stars": 487, "pushed": "2026-11-13T17:25:43Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:EvoScientist/EvoSkills/skills/paper-planning", "name": "paper-planning", "kind": "skill", "official": false, "desc": "Guides pre-writing planning for academic papers with 4 structured steps: story design (task-challenge-insight-contribution-advantage), experiment planning (comparisons + ablations), figure design (pipeline + teaser), and 4-week timeline management. Includes counterintuitive planning tactics (write a mock rejection letter to identify weaknesses before writing, narrow before broad claims, design ablations first). Use when: user wants to plan a paper before writing, design story/contributions, plan", "repo": "https://github.com/EvoScientist/EvoSkills/tree/HEAD/skills/paper-planning", "install": ["npx skills add EvoScientist/EvoSkills --skill paper-planning"], "stars": 487, "pushed": "2026-11-13T17:25:43Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:EvoScientist/EvoSkills/skills/paper-rebuttal", "name": "paper-rebuttal", "kind": "skill", "official": false, "desc": "Guides writing effective rebuttals after receiving peer review feedback. Covers review diagnosis (score-driven color-coding), response strategy (champion identification, common-theme consolidation), tactical writing (18 rules), and counterintuitive rebuttal principles. Use when: user received reviewer scores/comments, needs to write a rebuttal or author response, wants to respond to specific criticism (e.g. 'limited novelty', 'missing baselines'), mentions 'rebuttal', 'reviewer comments', 'autho", "repo": "https://github.com/EvoScientist/EvoSkills/tree/HEAD/skills/paper-rebuttal", "install": ["npx skills add EvoScientist/EvoSkills --skill paper-rebuttal"], "stars": 487, "pushed": "2026-11-13T17:25:43Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:EvoScientist/EvoSkills/skills/paper-review", "name": "paper-review", "kind": "skill", "official": false, "desc": "Guides self-review of YOUR OWN academic paper before submission with adversarial stress-testing. Core method: three passes (adversarial deep read; 5-aspect checklist — contribution sufficiency, writing clarity, results quality, testing completeness, method design; mechanical consistency scans and experimental protocol audit of data flow, assumptions, leakage), counterintuitive protocol (reject-first simulation, delete unsupported claims, score trust, promote limitations, attack novelty), reverse", "repo": "https://github.com/EvoScientist/EvoSkills/tree/HEAD/skills/paper-review", "install": ["npx skills add EvoScientist/EvoSkills --skill paper-review"], "stars": 487, "pushed": "2026-11-13T17:25:43Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:EvoScientist/EvoSkills/skills/paper-writing", "name": "paper-writing", "kind": "skill", "official": false, "desc": "Guides writing academic papers section by section using an 11-step workflow with LaTeX templates and counterintuitive writing tactics. Covers Abstract, Introduction, Method, Experiments, Related Work, Conclusion, and Supplementary. Use when: user asks to write or draft a paper section, needs LaTeX templates, wants to improve academic writing quality, optimize novelty framing, or mentions 'write introduction', 'draft method', 'paper writing'. Do NOT use for pre-submission review (use paper-review", "repo": "https://github.com/EvoScientist/EvoSkills/tree/HEAD/skills/paper-writing", "install": ["npx skills add EvoScientist/EvoSkills --skill paper-writing"], "stars": 487, "pushed": "2026-11-13T17:25:43Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:EvoScientist/EvoSkills/skills/research-ideation", "name": "research-ideation", "kind": "skill", "official": false, "desc": "End-to-end research ideation pipeline: literature grounding → multi-track idea generation (3 personas: innovator/pragmatist/critic) → iterative refinement → ELO tournament ranking → update evo-memory (IDE) → user selects direction → expand into manuscript-quality proposal. Use when: user wants to find a research direction, brainstorm ideas, evaluate idea novelty, design a novel solution, rank/compare research ideas, or generate a research proposal. Do NOT use for finding/searching/reading papers", "repo": "https://github.com/EvoScientist/EvoSkills/tree/HEAD/skills/research-ideation", "install": ["npx skills add EvoScientist/EvoSkills --skill research-ideation"], "stars": 487, "pushed": "2026-11-13T17:25:43Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:EvoScientist/EvoSkills/skills/research-survey", "name": "research-survey", "kind": "skill", "official": false, "desc": "Generates structured literature survey reports from collected papers using a multi-stage pipeline: outline generation (query-type adaptive) → draft survey → section-by-section expansion → summary section refinement → final assembly. Produces survey-grade output with taxonomy-based method analysis, LaTeX formalizations, comparative tables, and dense citations. Use when: user wants a literature review, research survey, field overview, or systematic synthesis of multiple papers. Do NOT use for find", "repo": "https://github.com/EvoScientist/EvoSkills/tree/HEAD/skills/research-survey", "install": ["npx skills add EvoScientist/EvoSkills --skill research-survey"], "stars": 487, "pushed": "2026-11-13T17:25:43Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:malob/nix-config/configs/claude/skills/deep-research-team", "name": "deep-research-team", "kind": "skill", "official": false, "desc": "This skill should be used when the user asks for \"deep research\", \"research team\", \"comprehensive analysis\", \"research report\", \"investigate thoroughly\", \"compare X vs Y in depth\", or needs synthesis across multiple sources with verification. It spawns a coordinated team of researcher agents across multiple rounds, with the lead triaging findings and creating targeted follow-up tasks. Scales from Focused (2 researchers, 1-2 rounds) to Comprehensive (4 researchers, 3-4 rounds with cross-verificat", "repo": "https://github.com/malob/nix-config/tree/HEAD/configs/claude/skills/deep-research-team", "install": ["npx skills add malob/nix-config --skill deep-research-team"], "stars": 464, "pushed": "2026-11-08T05:35:07Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:fcakyon/labrat/plugin/skills/literature-research", "name": "literature-research", "kind": "skill", "official": false, "desc": "Use when the user wants to find related work, survey a research area, run a literature gap analysis, or discover open-source implementations. Maps existing work on a topic and confirms with web search what is missing. Triggers on phrases like \"find papers on\", \"related work\", \"literature review\", \"what papers exist\", \"gap analysis\", \"literature gaps\", \"what's missing in\", \"open source implementation\", or \"papers with code\".", "repo": "https://github.com/fcakyon/labrat/tree/HEAD/plugin/skills/literature-research", "install": ["npx skills add fcakyon/labrat --skill literature-research"], "stars": 459, "pushed": "2026-11-01T20:19:40Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:fcakyon/labrat/plugin/skills/paper-check", "name": "paper-check", "kind": "skill", "official": false, "desc": "Check a paper against its code, results and citations before submission (numbers, terms, code vs paper, formulas vs code, BibTeX and cited claims via DBLP and Crossref, eval integrity), and prepare its code for open-source release. Use when the user says \"verify claims\" / \"verify paper against code\", \"check numbers\" / \"do the numbers match\" / \"are my numbers right\", \"formula vs code\", \"audit my paper\", \"cross-check claims or results\", \"paper consistency check\", \"check citations\", \"verify BibTeX\"", "repo": "https://github.com/fcakyon/labrat/tree/HEAD/plugin/skills/paper-check", "install": ["npx skills add fcakyon/labrat --skill paper-check"], "stars": 459, "pushed": "2026-11-01T20:19:40Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:fcakyon/labrat/plugin/skills/paper-write", "name": "paper-write", "kind": "skill", "official": false, "desc": "Write, structure, or revise academic paper sections, keep notation consistent, refine figures and tables, and set up or fix the LaTeX build (TeX distribution, biber vs bibtex, venue templates, compilation). Use when the user says \"write the abstract\", \"structure the methods\", \"improve this section\", \"notation consistency\", \"figure refinement\", \"paper structure\", \"setup latex\", \"biber vs bibtex\", \"latex compilation error\", \"install latex packages\", \"venue template\", or \"texlive setup\".", "repo": "https://github.com/fcakyon/labrat/tree/HEAD/plugin/skills/paper-write", "install": ["npx skills add fcakyon/labrat --skill paper-write"], "stars": 459, "pushed": "2026-11-01T20:19:40Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:fcakyon/labrat/plugin/skills/rebuttal", "name": "rebuttal", "kind": "skill", "official": false, "desc": "Prepare a paper for peer review. Reads the paper and experiment results, selects the strongest ablations, anticipates reviewer questions, finds weaknesses before submission, and drafts rebuttals to actual reviews. Use when the user asks about \"reviewer questions\", \"anticipate reviewers\", \"rebuttal\", \"paper weaknesses\", \"defend the paper\", \"strengthen the paper\", \"select the strongest ablations\", \"fortify the paper\", or \"prepare for peer review\".", "repo": "https://github.com/fcakyon/labrat/tree/HEAD/plugin/skills/rebuttal", "install": ["npx skills add fcakyon/labrat --skill rebuttal"], "stars": 459, "pushed": "2026-11-01T20:19:40Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:fcakyon/labrat/plugin/skills/reproduce", "name": "reproduce", "kind": "skill", "official": false, "desc": "End-to-end paper reproduction from arxiv URL through smoke runs to replication experiments. Handles missing or partial official code, missing training scripts, missing hyperparameters, and private datasets via similar-public-dataset substitution. Use when the user asks to reproduce, implement, replicate, or re-run a paper from scratch, or pastes an arxiv URL with reproduction intent.", "repo": "https://github.com/fcakyon/labrat/tree/HEAD/plugin/skills/reproduce", "install": ["npx skills add fcakyon/labrat --skill reproduce"], "stars": 459, "pushed": "2026-11-01T20:19:40Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:fcakyon/labrat/plugin/skills/setup", "name": "setup", "kind": "skill", "official": false, "desc": "30-second auto-detection tour, then optional configuration of notifications, CLI allowlist, research CLAUDE.md rules, and LaTeX environment. Use when the user runs /labrat:setup.", "repo": "https://github.com/fcakyon/labrat/tree/HEAD/plugin/skills/setup", "install": ["npx skills add fcakyon/labrat --skill setup"], "stars": 459, "pushed": "2026-11-01T20:19:40Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:sanjay3290/ai-skills/skills/deep-research", "name": "deep-research", "kind": "skill", "official": false, "desc": "Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 minutes but produces detailed, cited reports. Costs $2-5 per task.", "repo": "https://github.com/sanjay3290/ai-skills/tree/HEAD/skills/deep-research", "install": ["npx skills add sanjay3290/ai-skills --skill deep-research"], "stars": 454, "pushed": "2026-11-02T21:35:18Z", "license": "Apache-2.0", "plat": "google gemini deep research agent", "live": "Not checked (runs locally)"}, {"id": "skill:wp-a/nature-academic-search", "name": "nature-academic-search", "kind": "skill", "official": false, "desc": "Use when users ask to 找文献、做文献检索、查论文、查临床试验、核验引用、去重文献、设计 PubMed/MeSH 检索式、追踪上下游引文、解析 DOI/PMID/PMCID/arXiv/OpenAlex/Semantic Scholar/NCT ID， 或导出 RIS、BibTeX、NBIB、ENW；also use for multi-source academic search, citation verification, citation graphs, trial registration search, research workflows, or DeepSeek Harness academic-search MCP setup.", "repo": "https://github.com/wp-a/nature-academic-search", "install": ["npx skills add wp-a/nature-academic-search --skill nature-academic-search"], "stars": 389, "pushed": "2026-10-01T22:10:37Z", "license": "MIT", "plat": "academic", "live": "Not checked (runs locally)"}, {"id": "skill:gulucaptain/Best-Paper-Writing-Skill/skills/bestpaper-writing", "name": "bestpaper-writing", "kind": "skill", "official": false, "desc": "Draft or rewrite the title, Abstract, Introduction, Method and Experiments of an ML/CV paper in the style of CVPR/ICCV/NeurIPS best papers, distilled from 60 award papers, and plan and draw its figures (Figure 1, method overview, result figures) with award-paper layout and style. Use when the user either (A) fills in the intake form (assets/intake_form.html JSON) or describes problem, idea, method and results, or (B) pastes an existing abstract (or abstract plus introduction) to make it more con", "repo": "https://github.com/gulucaptain/Best-Paper-Writing-Skill/tree/HEAD/skills/bestpaper-writing", "install": ["npx skills add gulucaptain/Best-Paper-Writing-Skill --skill bestpaper-writing"], "stars": 376, "pushed": "2026-10-29T03:16:19Z", "license": "NOASSERTION", "plat": "cvpr/iccv/neurips", "live": "Not checked (runs locally)"}, {"id": "skill:chtc66/academic-skills/benchmark-extractor", "name": "benchmark-extractor", "kind": "skill", "official": false, "desc": "extract structured benchmark information from academic papers when the input includes multiple pdfs, abstracts, or links and the user needs chinese notes or table-ready fields for tasks, datasets, metrics, baselines, sota claims, code release, or evaluation settings.", "repo": "https://github.com/chtc66/academic-skills/tree/HEAD/benchmark-extractor", "install": ["npx skills add chtc66/academic-skills --skill benchmark-extractor"], "stars": 374, "pushed": "2026-04-05T10:51:22Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:chtc66/academic-skills/experiment-log-summarizer", "name": "experiment-log-summarizer", "kind": "skill", "official": false, "desc": "summarize machine learning experiment logs in chinese when the input includes training logs, eval results, hyperparameter changes, user notes, or multiple runs and the user needs a grounded experiment summary, error analysis, best configuration recap, or a weekly update ready abstract.", "repo": "https://github.com/chtc66/academic-skills/tree/HEAD/experiment-log-summarizer", "install": ["npx skills add chtc66/academic-skills --skill experiment-log-summarizer"], "stars": 374, "pushed": "2026-04-05T10:51:22Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:chtc66/academic-skills/paper-deep-note", "name": "paper-deep-note", "kind": "skill", "official": false, "desc": "produce a chinese deep reading note for a single academic paper when the input is a pdf, arxiv link, title with abstract, or paper excerpts and the user needs a grounded reading card, contribution summary, reproduction risks, or reading priority judgment.", "repo": "https://github.com/chtc66/academic-skills/tree/HEAD/paper-deep-note", "install": ["npx skills add chtc66/academic-skills --skill paper-deep-note"], "stars": 374, "pushed": "2026-04-05T10:51:22Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:chtc66/academic-skills/paper-feishu-digest", "name": "paper-feishu-digest", "kind": "skill", "official": false, "desc": "monitor recent arxiv papers and produce a chinese digest when the user needs a filtered paper watchlist, a ranked update for agent or rag related topics, or an optional feishu webhook push from recent cs.ai or cs.cl submissions.", "repo": "https://github.com/chtc66/academic-skills/tree/HEAD/paper-feishu-digest", "install": ["npx skills add chtc66/academic-skills --skill paper-feishu-digest"], "stars": 374, "pushed": "2026-04-05T10:51:22Z", "license": "MIT", "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "skill:chtc66/academic-skills/research-gap-finder", "name": "research-gap-finder", "kind": "skill", "official": false, "desc": "analyze topic coverage, bottlenecks, controversies, and plausible research gaps when the input includes a research topic, a set of papers, or the user's early ideas and the user needs a grounded gap analysis, problem framing, small entry points, or experiment hypotheses without forced novelty claims.", "repo": "https://github.com/chtc66/academic-skills/tree/HEAD/research-gap-finder", "install": ["npx skills add chtc66/academic-skills --skill research-gap-finder"], "stars": 374, "pushed": "2026-04-05T10:51:22Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:chtc66/academic-skills/review-rebuttal", "name": "review-rebuttal", "kind": "skill", "official": false, "desc": "analyze academic reviews and draft a professional rebuttal when the input includes reviewer comments, a meta-review, paper abstract, or user supplied experiment status and the user needs concern classification, response strategy, risk warnings, or a rebuttal draft without inventing evidence.", "repo": "https://github.com/chtc66/academic-skills/tree/HEAD/review-rebuttal", "install": ["npx skills add chtc66/academic-skills --skill review-rebuttal"], "stars": 374, "pushed": "2026-04-05T10:51:22Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:chtc66/academic-skills/survey-writer", "name": "survey-writer", "kind": "skill", "official": false, "desc": "write a chinese survey draft around a research topic when the input includes a topic, multiple papers, abstracts, links, pdfs, or a user curated related-work list and the user needs a short survey, long survey, taxonomy, or method evolution summary.", "repo": "https://github.com/chtc66/academic-skills/tree/HEAD/survey-writer", "install": ["npx skills add chtc66/academic-skills --skill survey-writer"], "stars": 374, "pushed": "2026-04-05T10:51:22Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:chtc66/academic-skills/weekly-lab-update", "name": "weekly-lab-update", "kind": "skill", "official": false, "desc": "turn a week's paper reading, experiment progress, debugging notes, and next-step plans into a chinese weekly report, a chinese group-meeting outline, or an english brief when the user needs a concise lab update instead of a raw activity log.", "repo": "https://github.com/chtc66/academic-skills/tree/HEAD/weekly-lab-update", "install": ["npx skills add chtc66/academic-skills --skill weekly-lab-update"], "stars": 374, "pushed": "2026-04-05T10:51:22Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:app.fojin/fojin-mcp", "name": "fojin — Buddhist Canon Tools", "kind": "mcp", "official": null, "desc": "Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — all URN-cited.", "repo": "https://github.com/xr843/fojin", "install": ["https://mcp.fojin.ai/mcp"], "stars": 360, "pushed": "2026-11-12T12:15:35Z", "license": "Apache-2.0", "plat": "buddhist canon", "live": "Live · 4537 ms · 8 tools · free to try: `lookup_entity` answered without a key (checked 2026-11-13)"}, {"id": "skill:alaliqing/claude-paper/.agents/skills/claude-paper-study", "name": "claude-paper-study", "kind": "skill", "official": false, "desc": "Use this skill when the user wants to read, study, analyze, or deeply understand a research paper (PDF).", "repo": "https://github.com/alaliqing/claude-paper/tree/HEAD/.agents/skills/claude-paper-study", "install": ["npx skills add alaliqing/claude-paper --skill claude-paper-study"], "stars": 359, "pushed": "2026-08-14T09:09:33Z", "license": "MIT", "plat": "claude paper", "live": "Not checked (runs locally)"}, {"id": "skill:alaliqing/claude-paper/.agents/skills/claude-paper-summary", "name": "claude-paper-summary", "kind": "skill", "official": false, "desc": "Use this for a quick summary of a research paper's core ideas and key points. Use when you want to quickly understand a paper without deep study materials. Triggers on PDF paths, arXiv URLs, or paper URLs.", "repo": "https://github.com/alaliqing/claude-paper/tree/HEAD/.agents/skills/claude-paper-summary", "install": ["npx skills add alaliqing/claude-paper --skill claude-paper-summary"], "stars": 359, "pushed": "2026-08-14T09:09:33Z", "license": "MIT", "plat": "claude paper", "live": "Not checked (runs locally)"}, {"id": "skill:alaliqing/claude-paper/.agents/skills/claude-paper-webui", "name": "claude-paper-webui", "kind": "skill", "official": false, "desc": "Start the Claude Paper web viewer to browse and study papers", "repo": "https://github.com/alaliqing/claude-paper/tree/HEAD/.agents/skills/claude-paper-webui", "install": ["npx skills add alaliqing/claude-paper --skill claude-paper-webui"], "stars": 359, "pushed": "2026-08-14T09:09:33Z", "license": "MIT", "plat": "claude paper", "live": "Not checked (runs locally)"}, {"id": "skill:alaliqing/claude-paper/plugin/skills/study", "name": "study", "kind": "skill", "official": false, "desc": "Use this skill when the user wants to read, study, analyze, or deeply understand a research paper (PDF).", "repo": "https://github.com/alaliqing/claude-paper/tree/HEAD/plugin/skills/study", "install": ["npx skills add alaliqing/claude-paper --skill study"], "stars": 359, "pushed": "2026-08-14T09:09:33Z", "license": "MIT", "plat": "claude paper", "live": "Not checked (runs locally)"}, {"id": "skill:alaliqing/claude-paper/plugin/skills/summary", "name": "summary", "kind": "skill", "official": false, "desc": "Use this for a quick summary of a research paper's core ideas and key points. Use when you want to quickly understand a paper without deep study materials. Triggers on PDF paths, arXiv URLs, or paper URLs.", "repo": "https://github.com/alaliqing/claude-paper/tree/HEAD/plugin/skills/summary", "install": ["npx skills add alaliqing/claude-paper --skill summary"], "stars": 359, "pushed": "2026-08-14T09:09:33Z", "license": "MIT", "plat": "claude paper", "live": "Not checked (runs locally)"}, {"id": "skill:alaliqing/claude-paper/plugin/skills/webui", "name": "webui", "kind": "skill", "official": false, "desc": "Start the Claude Paper web viewer to browse and study papers", "repo": "https://github.com/alaliqing/claude-paper/tree/HEAD/plugin/skills/webui", "install": ["npx skills add alaliqing/claude-paper --skill webui"], "stars": 359, "pushed": "2026-08-14T09:09:33Z", "license": "MIT", "plat": "claude paper", "live": "Not checked (runs locally)"}, {"id": "skill:hexiaofeier/hehe-industry-research-skill-pack/skills/hehe-trend-analysis", "name": "hehe-trend-analysis", "kind": "skill", "official": false, "desc": "盒子原创行业研究 Skill 组合中的趋势分析专项。判断行业、技术、需求或商业化变化所处阶段、驱动机制、核心变量、时间关系、经营后果与证伪条件。用于“分析行业趋势或未来走向”“判断技术扩散阶段”“研究供需、需求演变或景气变化”等问题。 由 `hehe-industry-researcher` 派发任务卡时按组合模式执行；用户直接提出上述趋势问题时独立启动，自行确认范围、搜索并审核材料、分析和交付本专项结果。", "repo": "https://github.com/hexiaofeier/hehe-industry-research-skill-pack/tree/HEAD/skills/hehe-trend-analysis", "install": ["npx skills add hexiaofeier/hehe-industry-research-skill-pack --skill hehe-trend-analysis"], "stars": 327, "pushed": "2026-10-30T11:56:14Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:hexiaofeier/hehe-industry-research-skill-pack/skills/hehe-valuation-analysis", "name": "hehe-valuation-analysis", "kind": "skill", "official": false, "desc": "盒子原创行业研究 Skill 组合中的估值分析专项。选择适用的可比公司或交易、DCF/FCFF/FCFE、SOTP、资产、股利或里程碑情景方法，建立可复算的企业价值或股权价值区间、调整桥、敏感性和隐含预期。 用户直接要求“给上市或非上市企业估值”“为商业尽调、融资或并购测算价值”“判断交易对价、分部或早期项目估值”“做反向估值或估值合理性检查”等时独立启动；由 `hehe-industry-researcher` 派发任务卡时按组合模式执行。独立启动时自行确认范围、搜索并审核材料、分析和交付本专项结果。", "repo": "https://github.com/hexiaofeier/hehe-industry-research-skill-pack/tree/HEAD/skills/hehe-valuation-analysis", "install": ["npx skills add hexiaofeier/hehe-industry-research-skill-pack --skill hehe-valuation-analysis"], "stars": 327, "pushed": "2026-10-30T11:56:14Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:shareAI-lab/lab-skills/research-analysis/deep-architecture-research", "name": "deep-architecture-research", "kind": "skill", "official": false, "desc": "Deeply research technical architecture, source code, mechanisms, SDKs, frameworks, project comparisons, and system-design options across repositories, history, official docs, issues, discussions, and high-quality community signals. Use when the user asks for deep research, source-level understanding, architecture comparison, mechanism satisfaction, or evidence for designing a system. Always map the question and obtain confirmation before beginning substantive research; skip for simple factual lo", "repo": "https://github.com/shareAI-lab/lab-skills/tree/HEAD/research-analysis/deep-architecture-research", "install": ["npx skills add shareAI-lab/lab-skills --skill deep-architecture-research"], "stars": 320, "pushed": "2026-09-16T09:40:44Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:shareAI-lab/lab-skills/research-analysis/neural-mechanism-research", "name": "neural-mechanism-research", "kind": "skill", "official": false, "desc": "Research why neural architectures and training methods work through forward computation, geometry, gradients, optimization dynamics, historical experiments, and competing explanations. Use for deep mechanism questions about neural networks, AI models, layers, representations, or training; explain the meaning in plain language with evidence and explicit limits.", "repo": "https://github.com/shareAI-lab/lab-skills/tree/HEAD/research-analysis/neural-mechanism-research", "install": ["npx skills add shareAI-lab/lab-skills --skill neural-mechanism-research"], "stars": 320, "pushed": "2026-09-16T09:40:44Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rrrrrredy/research-toolkit", "name": "research-toolkit", "kind": "skill", "official": false, "desc": "Use for source-backed long-form research and writing in English or Chinese across fields, including revisions and continuation. Understand requirements, develop analysis through substantive research collaboration, and deliver a complete report after independent review, audit and acceptance.", "repo": "https://github.com/rrrrrredy/research-toolkit", "install": ["npx skills add rrrrrredy/research-toolkit --skill research-toolkit"], "stars": 314, "pushed": "2026-11-13T07:44:13Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rrrrrredy/research-toolkit/plugins/research-toolkit/skills/research-toolkit", "name": "research-toolkit", "kind": "skill", "official": false, "desc": "Complete research methods for in-depth analysis, long-form reports, revisions and updates.", "repo": "https://github.com/rrrrrredy/research-toolkit/tree/HEAD/plugins/research-toolkit/skills/research-toolkit", "install": ["npx skills add rrrrrredy/research-toolkit --skill research-toolkit"], "stars": 314, "pushed": "2026-11-13T07:44:13Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:cpt13-g/clarify-research-idea/.agents/skills/clarify-research-idea", "name": "clarify-research-idea", "kind": "skill", "official": false, "desc": "Turn vague or partially formed AI, computer-science, data-driven, and engineering-method research directions into evidence-grounded, falsifiable, paper-ready Research Idea Briefs through heuristic questioning, staged confirmation, literature positioning, novelty attack, and method-figure planning. Use when the user needs to clarify a research idea, formalize inputs/outputs/objectives/constraints, frame background and motivation, select 3-5 anchor papers, identify a defensible gap, derive 2-3 con", "repo": "https://github.com/cpt13-g/clarify-research-idea/tree/HEAD/.agents/skills/clarify-research-idea", "install": ["npx skills add cpt13-g/clarify-research-idea --skill clarify-research-idea"], "stars": 291, "pushed": "2026-07-26T16:35:20Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:ai4s-research/ai4s-skills/skills/research-explorer", "name": "research-explorer", "kind": "skill", "official": false, "desc": "Use when the user has a vague research direction and wants to explore feasible specific topics. Outputs a structured analysis with candidate topics, innovation/feasibility scoring, and a pre-survey of 20–30 representative works. Single-stage, no Python runtime.", "repo": "https://github.com/ai4s-research/ai4s-skills/tree/HEAD/skills/research-explorer", "install": ["npx skills add ai4s-research/ai4s-skills --skill research-explorer"], "stars": 268, "pushed": "2026-07-28T02:02:45Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:YCC-Lover/research-starter-skills/skills/rsk-experiments-figures", "name": "rsk-experiments-figures", "kind": "skill", "official": false, "desc": "依据 Research-Starter-Kit 规划公平实验、分析真实结果并设计论文图表，提供 TG/DTG 只读数据检查与材料表征证据核对。用于主张与证据对齐，不生成虚构数据或替代真实实验。", "repo": "https://github.com/YCC-Lover/research-starter-skills/tree/HEAD/skills/rsk-experiments-figures", "install": ["npx skills add YCC-Lover/research-starter-skills --skill rsk-experiments-figures"], "stars": 262, "pushed": "2026-10-31T08:46:09Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:YCC-Lover/research-starter-skills/skills/rsk-literature", "name": "rsk-literature", "kind": "skill", "official": false, "desc": "检索与批判阅读论文，综合证据、核对引用与版本；支持深度调研、系统综述和元分析，以及按用户确认协议进行题摘/全文筛选。用于文献任务，论文章节写作由写作模块承担。", "repo": "https://github.com/YCC-Lover/research-starter-skills/tree/HEAD/skills/rsk-literature", "install": ["npx skills add YCC-Lover/research-starter-skills --skill rsk-literature"], "stars": 262, "pushed": "2026-10-31T08:46:09Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:YCC-Lover/research-starter-skills/skills/rsk-paper-writing", "name": "rsk-paper-writing", "kind": "skill", "official": false, "desc": "组织论文论证、起草或修改章节、核对学位论文一致性，也可单独自然润色并匹配作者语气。用于学术文字与实质写作；只润色时不启动整套研究流程。", "repo": "https://github.com/YCC-Lover/research-starter-skills/tree/HEAD/skills/rsk-paper-writing", "install": ["npx skills add YCC-Lover/research-starter-skills --skill rsk-paper-writing"], "stars": 262, "pushed": "2026-10-31T08:46:09Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:YCC-Lover/research-starter-skills/skills/rsk-rebuttal", "name": "rsk-rebuttal", "kind": "skill", "official": false, "desc": "起草逐条、有证据的审稿回复，核对修订稿与实际修改；支持多视角模拟审稿、方法学专项、复审和回复审计。区分只读检查与作者授权的修稿，不编造实验或承诺录用。", "repo": "https://github.com/YCC-Lover/research-starter-skills/tree/HEAD/skills/rsk-rebuttal", "install": ["npx skills add YCC-Lover/research-starter-skills --skill rsk-rebuttal"], "stars": 262, "pushed": "2026-10-31T08:46:09Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:YCC-Lover/research-starter-skills/skills/rsk-research-design", "name": "rsk-research-design", "kind": "skill", "official": false, "desc": "基于 Research-Starter-Kit 的 TPIC 框架帮助选题、比较候选问题、形成可检验的 Idea 与最小验证。用于研究决策、资源约束和创新点论证，不代替实验结果或论文写作。", "repo": "https://github.com/YCC-Lover/research-starter-skills/tree/HEAD/skills/rsk-research-design", "install": ["npx skills add YCC-Lover/research-starter-skills --skill rsk-research-design"], "stars": 262, "pushed": "2026-10-31T08:46:09Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:YCC-Lover/research-starter-skills/skills/rsk-research-workflow", "name": "rsk-research-workflow", "kind": "skill", "official": false, "desc": "准备组会、论文汇报、开题与答辩，支持可编辑 PPTX 制作、既有模板改稿、讲稿与问答演练；也用于会议交流、研究记录与 AI 协作。只要提纲或练习时不启动制稿，现行会议与资助规则另行核验。", "repo": "https://github.com/YCC-Lover/research-starter-skills/tree/HEAD/skills/rsk-research-workflow", "install": ["npx skills add YCC-Lover/research-starter-skills --skill rsk-research-workflow"], "stars": 262, "pushed": "2026-10-31T08:46:09Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:yzhao062/anywhere-agents/packages/pypi/anywhere_agents/composer/skills/ci-mockup-figure", "name": "ci-mockup-figure", "kind": "skill", "official": false, "desc": "Create paper and proposal figures guided by confirmed visual preferences and efficient use of page space. HTML mockups for systems, dashboards, and timelines; TikZ or skia-canvas for abstract diagrams with arrow routing. Covers tool selection, design, capture, and LaTeX insertion.", "repo": "https://github.com/yzhao062/anywhere-agents/tree/HEAD/packages/pypi/anywhere_agents/composer/skills/ci-mockup-figure", "install": ["npx skills add yzhao062/anywhere-agents --skill ci-mockup-figure"], "stars": 261, "pushed": "2026-11-14T04:48:00Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:yzhao062/anywhere-agents/packages/pypi/anywhere_agents/composer/skills/editable-figure", "name": "editable-figure", "kind": "skill", "official": false, "desc": "Design editable PowerPoint overview figures, especially Figure 1 for papers and proposals, using source material and the author's visual preferences. Also supports mechanism, workflow, and README figures, simplifying dense drafts, and combining schematics with results. Yue Zhao's new paper/proposal overviews and standalone mechanism figures start from a generated whole-figure visual concept; two independent concepts are recommended when authorized. Object art can remain pictures while diagram te", "repo": "https://github.com/yzhao062/anywhere-agents/tree/HEAD/packages/pypi/anywhere_agents/composer/skills/editable-figure", "install": ["npx skills add yzhao062/anywhere-agents --skill editable-figure"], "stars": 261, "pushed": "2026-11-14T04:48:00Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:firecrawl/firecrawl-claude-plugin/skills/read-literature", "name": "read-literature", "kind": "skill", "official": false, "desc": "Find and read published research papers instead of relying on memory, which may be outdated. Use for what studies, trials or meta-analyses show, evidence for or against a claim, recent findings, related work, citing or cited papers, or questions about a named paper, including biomedical and clinical studies and arXiv preprints in computer science, physics and math, even without an explicit request to search papers. Excludes general explanations, news and questions fully answered by supplied pape", "repo": "https://github.com/firecrawl/firecrawl-claude-plugin/tree/HEAD/skills/read-literature", "install": ["npx skills add firecrawl/firecrawl-claude-plugin --skill read-literature"], "stars": 259, "pushed": "2026-11-11T15:00:17Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Felo-Inc/felo-skills/apple-buy-advisor", "name": "apple-buy-advisor", "kind": "skill", "official": false, "desc": "Research and compare Apple products to help decide if they're worth buying. Use when the user: (1) asks whether to buy a Mac, iPhone, iPad, Apple Watch, or AirPods; (2) wants to compare models; (3) seeks a buying recommendation; (4) mentions an Apple product model name or number (e.g. \"iPhone 17\", \"MacBook Pro M4\", \"iPad Air 13\"); (5) uses a comparison pattern like \"X vs Y\" where X or Y is an Apple product (e.g. \"iPhone 17 vs iPhone 17e\", \"MacBook Air vs MacBook Pro\"); (6) asks about upgrading, ", "repo": "https://github.com/Felo-Inc/felo-skills/tree/HEAD/apple-buy-advisor", "install": ["npx skills add Felo-Inc/felo-skills --skill apple-buy-advisor"], "stars": 251, "pushed": "2026-07-22T09:03:08Z", "license": null, "plat": "apple", "live": "Not checked (runs locally)"}, {"id": "skill:O0000-code/paper-search-pro", "name": "paper-search-pro", "kind": "skill", "official": false, "desc": "Find academic papers across up to 8 sources (OpenAlex, Semantic Scholar, CrossRef, PubMed, arXiv; OpenReview for AI venues; NSSD 国家哲社文献中心 + yiigle 中华医学期刊), from Quick scan to Audit prep. Use to run a literature search, gather references, scope a topic, search Chinese/中文原生 literature (中文文献/中文核心/CSSCI/C刊/国内研究/中华××期刊/心理学报/经济研究), filter by journal tier (中科院分区/一区/几区, Q1, JCR/SJR quartile, 影响因子/impact factor, 顶刊/top journal, 按分区筛), or export paste-ready boolean search strategies/检索式 for external datab", "repo": "https://github.com/O0000-code/paper-search-pro", "install": ["npx skills add O0000-code/paper-search-pro --skill paper-search-pro"], "stars": 231, "pushed": "2026-11-03T11:53:56Z", "license": "Apache-2.0", "plat": "openalex", "live": "Not checked (runs locally)"}, {"id": "skill:JimLiu/science-skills/skills/paper-narrative", "name": "paper-narrative", "kind": "skill", "official": false, "desc": "Judge and reshape the STORY a paper's figures tell. Input is the work itself — manuscript (or abstract) + figure deck — no hand-written brief. `derive_paper_brief(abstract, captions)` extracts pitch/vision/per-figure-claims; a handling-editor reviewer on the full deck returns hook_verdict (would Fig 1 make me send this for review?), arc (hook→mechanism→evidence→application), figure_moves (panels in the wrong figure), missing_panels (concrete analyses to RUN), kill_list, and boldest_defensible_fi", "repo": "https://github.com/JimLiu/science-skills/tree/HEAD/skills/paper-narrative", "install": ["npx skills add JimLiu/science-skills --skill paper-narrative"], "stars": 229, "pushed": "2026-10-29T07:23:51Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:tamdogood/builder-essential-skills/skills/async-learning-teacher", "name": "async-learning-teacher", "kind": "skill", "official": false, "desc": "Transform saved links, papers, articles, posts, videos, and reference collections into approachable AI teaching artifacts for later study. Use when a user wants to queue learning material, create a readable explanation from a source, teach a paper or post step by step, or run an interactive tutor that validates understanding over multiple sessions.", "repo": "https://github.com/tamdogood/builder-essential-skills/tree/HEAD/skills/async-learning-teacher", "install": ["npx skills add tamdogood/builder-essential-skills --skill async-learning-teacher"], "stars": 228, "pushed": "2026-08-16T16:30:17Z", "license": "MIT", "plat": "ai teaching artifacts", "live": "Not checked (runs locally)"}, {"id": "skill:tamdogood/builder-essential-skills/skills/paper-opportunity-radar", "name": "paper-opportunity-radar", "kind": "skill", "official": false, "desc": "Run a cumulative daily or retrospective sweep of research papers on a chosen topic, audit their claims, methods, integrity signals, and independent support, then identify overlooked but feasible project or business opportunities in a detailed source-grounded report. Use when asked to monitor papers every day, mine buried research, evaluate whether a paper is credible or reproducible, find unimplemented research ideas, or separate promising work from hype, weak evidence, and retracted or contradi", "repo": "https://github.com/tamdogood/builder-essential-skills/tree/HEAD/skills/paper-opportunity-radar", "install": ["npx skills add tamdogood/builder-essential-skills --skill paper-opportunity-radar"], "stars": 228, "pushed": "2026-08-16T16:30:17Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:gh:reading-plus-ai/mcp-server-deep-research", "name": "mcp-server-deep-research", "kind": "mcp", "official": null, "desc": "", "repo": "https://github.com/reading-plus-ai/mcp-server-deep-research", "install": [], "stars": 215, "pushed": null, "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:N1arko/redaktura-skills/statya", "name": "statya", "kind": "skill", "official": false, "desc": "Написание русскоязычной статьи или лонгрида с нуля: бриф, фактура, структура, черновик и самопроверка по методу Людмилы Сарычевой. Use this skill whenever the user asks to write, outline, structure, draft, assemble, or turn notes/interviews/materials into a Russian article, newsletter essay, longread, case, guide, or expert text. Триггеры: «напиши статью», «собери лонгрид», «напиши текст для блога про…», «есть интервью с экспертом, сделай статью», «составь план статьи», «придумай структуру», «со", "repo": "https://github.com/N1arko/redaktura-skills/tree/HEAD/statya", "install": ["npx skills add N1arko/redaktura-skills --skill statya"], "stars": 210, "pushed": "2026-08-10T19:54:51Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:gh:Dianel555/paper-search-mcp-nodejs", "name": "paper-search-mcp-nodejs", "kind": "mcp", "official": null, "desc": "A Node.js implementation of the Model Context Protocol (MCP) server for searching and downloading academic papers from multiple sources, including **Web of Science**, arXiv, and more.", "repo": "https://github.com/Dianel555/paper-search-mcp-nodejs", "install": [], "stars": 191, "pushed": null, "license": null, "plat": "web of science", "live": "Not checked (runs locally)"}, {"id": "skill:kfchou/wiki-skills/skills/wiki-audit", "name": "wiki-audit", "kind": "skill", "official": false, "desc": "Use when fact-checking a single wiki page against its cited sources — verifies that every footnote actually supports its claim and surfaces uncited factual claims. Run after ingesting a high-stakes page or any time you want confidence in one page's accuracy.", "repo": "https://github.com/kfchou/wiki-skills/tree/HEAD/skills/wiki-audit", "install": ["npx skills add kfchou/wiki-skills --skill wiki-audit"], "stars": 189, "pushed": "2026-11-03T16:49:19Z", "license": "MIT", "plat": "wiki", "live": "Not checked (runs locally)"}, {"id": "skill:kfchou/wiki-skills/skills/wiki-ingest", "name": "wiki-ingest", "kind": "skill", "official": false, "desc": "Use when adding a new source to a wiki — a paper, article, URL, file, transcript, or any document. One ingest may touch 10-15 wiki pages.", "repo": "https://github.com/kfchou/wiki-skills/tree/HEAD/skills/wiki-ingest", "install": ["npx skills add kfchou/wiki-skills --skill wiki-ingest"], "stars": 189, "pushed": "2026-11-03T16:49:19Z", "license": "MIT", "plat": "wiki", "live": "Not checked (runs locally)"}, {"id": "skill:kfchou/wiki-skills/skills/wiki-init", "name": "wiki-init", "kind": "skill", "official": false, "desc": "Use when bootstrapping a new personal wiki for any knowledge domain — research, codebase documentation, reading notes, competitive analysis, or any long-term knowledge accumulation project.", "repo": "https://github.com/kfchou/wiki-skills/tree/HEAD/skills/wiki-init", "install": ["npx skills add kfchou/wiki-skills --skill wiki-init"], "stars": 189, "pushed": "2026-11-03T16:49:19Z", "license": "MIT", "plat": "wiki", "live": "Not checked (runs locally)"}, {"id": "skill:kfchou/wiki-skills/skills/wiki-lint", "name": "wiki-lint", "kind": "skill", "official": false, "desc": "Use when auditing a wiki for health issues — contradictions between pages, orphan pages, broken cross-references, stale claims, missing pages, or coverage gaps. Run after every 5-10 ingests.", "repo": "https://github.com/kfchou/wiki-skills/tree/HEAD/skills/wiki-lint", "install": ["npx skills add kfchou/wiki-skills --skill wiki-lint"], "stars": 189, "pushed": "2026-11-03T16:49:19Z", "license": "MIT", "plat": "wiki", "live": "Not checked (runs locally)"}, {"id": "skill:kfchou/wiki-skills/skills/wiki-merge", "name": "wiki-merge", "kind": "skill", "official": false, "desc": "Use when two wiki pages turn out to be the same concept under different slugs (merge), or one page overloads several distinct senses of a term and should be separated into qualified slugs (split). Often run on a wiki-lint \"merge candidate\" or \"colliding slug\" finding.", "repo": "https://github.com/kfchou/wiki-skills/tree/HEAD/skills/wiki-merge", "install": ["npx skills add kfchou/wiki-skills --skill wiki-merge"], "stars": 189, "pushed": "2026-11-03T16:49:19Z", "license": "MIT", "plat": "wiki", "live": "Not checked (runs locally)"}, {"id": "skill:kfchou/wiki-skills/skills/wiki-query", "name": "wiki-query", "kind": "skill", "official": false, "desc": "Use when asking a question against a personal wiki built with wiki-init and wiki-ingest. Do not answer from general knowledge — always read the wiki pages first.", "repo": "https://github.com/kfchou/wiki-skills/tree/HEAD/skills/wiki-query", "install": ["npx skills add kfchou/wiki-skills --skill wiki-query"], "stars": 189, "pushed": "2026-11-03T16:49:19Z", "license": "MIT", "plat": "wiki", "live": "Not checked (runs locally)"}, {"id": "skill:kfchou/wiki-skills/skills/wiki-update", "name": "wiki-update", "kind": "skill", "official": false, "desc": "Use when revising existing wiki pages because knowledge has changed, a new piece of information updates or contradicts existing content, or the user wants to directly edit wiki content with LLM assistance.", "repo": "https://github.com/kfchou/wiki-skills/tree/HEAD/skills/wiki-update", "install": ["npx skills add kfchou/wiki-skills --skill wiki-update"], "stars": 189, "pushed": "2026-11-03T16:49:19Z", "license": "MIT", "plat": "wiki", "live": "Not checked (runs locally)"}, {"id": "skill:jaccen/Awesome-Gaussian-Skills/skills/3dgs-experiment-planner", "name": "3dgs-experiment-planner", "kind": "skill", "official": false, "desc": "Design rigorous experiments for 3DGS research papers. Recommends datasets, baselines, metrics, ablation matrices. Targets CVPR/ICCV/ECCV/SIGGRAPH/TVCG. Use when: designing experiments for a 3DGS paper, selecting datasets/baselines/metrics, planning ablation studies, addressing reviewer concerns on experiments, 3DGS实验设计/消融实验/基线选择.'", "repo": "https://github.com/jaccen/Awesome-Gaussian-Skills/tree/HEAD/skills/3dgs-experiment-planner", "install": ["npx skills add jaccen/Awesome-Gaussian-Skills --skill 3dgs-experiment-planner"], "stars": 184, "pushed": "2026-11-14T01:59:13Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:jaccen/Awesome-Gaussian-Skills/skills/3dgs-method-compare", "name": "3dgs-method-compare", "kind": "skill", "official": false, "desc": "Compare 3D Gaussian Splatting variants across 11 dimensions. Built-in knowledge of 1066 methods across 26 categories. Supports axis-driven fragment loading for efficient context usage. Use when: comparing 3DGS methods or variants, analyzing trade-offs between Gaussian Splatting approaches, generating comparison tables for 3DGS papers, finding the best 3DGS method for a scenario, 检索3DGS方法对比/3D高斯泼溅方法比较.'", "repo": "https://github.com/jaccen/Awesome-Gaussian-Skills/tree/HEAD/skills/3dgs-method-compare", "install": ["npx skills add jaccen/Awesome-Gaussian-Skills --skill 3dgs-method-compare"], "stars": 184, "pushed": "2026-11-14T01:59:13Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:jaccen/Awesome-Gaussian-Skills/skills/3dgs-paper-reader", "name": "3dgs-paper-reader", "kind": "skill", "official": false, "desc": "Read and summarize 3DGS research papers. Extracts method architecture, innovations, experimental results from arXiv or local PDFs. Structured output with tables. Knowledge of 1066 methods across 26 categories. Use when: reading or analyzing a 3DGS/NeRF paper, extracting method details from arXiv PDF, summarizing 3D reconstruction research, 读论文/3DGS论文分析/文献总结.'", "repo": "https://github.com/jaccen/Awesome-Gaussian-Skills/tree/HEAD/skills/3dgs-paper-reader", "install": ["npx skills add jaccen/Awesome-Gaussian-Skills --skill 3dgs-paper-reader"], "stars": 184, "pushed": "2026-11-14T01:59:13Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.amos689/paper-preflight", "name": "paper-preflight", "kind": "mcp", "official": null, "desc": "Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM.", "repo": "https://github.com/amos689/paper-preflight", "install": ["pypi:paper-preflight"], "stars": 183, "pushed": "2026-10-15T15:33:36Z", "license": "MIT", "plat": "crossref", "live": "Not checked (runs locally)"}, {"id": "skill:CodeAlive-AI/ai-driven-development/skills/semantic-scholar-deep", "name": "semantic-scholar-deep", "kind": "skill", "official": false, "desc": "Deep research over the Semantic Scholar Graph API. Covers endpoints missing from allenai's lookup skill — paper references (backward citations), recommendations, batch paper lookup (up to 500 IDs), snippet search, and multi-hop citation graph traversal (BFS forward/backward). Use when the user asks to build a citation graph, expand a literature seed, find related work, run a reference network traversal, explore what a paper cites or what cites it beyond simple lookup, or batch-resolve many DOI/a", "repo": "https://github.com/CodeAlive-AI/ai-driven-development/tree/HEAD/skills/semantic-scholar-deep", "install": ["npx skills add CodeAlive-AI/ai-driven-development --skill semantic-scholar-deep"], "stars": 181, "pushed": "2026-11-13T14:48:54Z", "license": "MIT", "plat": "semantic scholar", "live": "Not checked (runs locally)"}, {"id": "skill:Jesseovo/PaperCash/.augment/skills/papercash", "name": "papercash", "kind": "skill", "official": false, "desc": "使用本地 Python CLI 辅助论文检索、摘要级文献整理、DOI 引用格式化、Word 格式检查、查重预检和写作修改。涉及“降AI率”时只提供表达建议；不把检索结果当成全文阅读或正式查重结果。", "repo": "https://github.com/Jesseovo/PaperCash/tree/HEAD/.augment/skills/papercash", "install": ["npx skills add Jesseovo/PaperCash --skill papercash"], "stars": 159, "pushed": "2026-10-20T09:40:21Z", "license": "MIT", "plat": "doi", "live": "Not checked (runs locally)"}, {"id": "skill:yofine/skills/arxiv-paper-report", "name": "arxiv-paper-report", "kind": "skill", "official": false, "desc": "Search arXiv and, when needed, verify external academic sources to update field beliefs and one primary decision through testable propositions, capability frontiers, explicitly labeled mechanism models, technical options, transition theses, five-dimensional maturity, leading indicators, and a restrained bilingual standalone HTML report. Use for vertical-domain or technology research, literature landscapes, frontier scans, research or architecture decisions, due diligence, or HTML field-intellige", "repo": "https://github.com/yofine/skills/tree/HEAD/arxiv-paper-report", "install": ["npx skills add yofine/skills --skill arxiv-paper-report"], "stars": 155, "pushed": "2026-08-11T17:21:35Z", "license": null, "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "skill:sundial-org/skills/skills/cs-research-methodology", "name": "cs-research-methodology", "kind": "skill", "official": false, "desc": "Conduct a literature review and develop a CS research proposal. Use when asked to review a research area, find gaps in existing work, and propose a novel research contribution. The output is a research proposal identifying an assumption to challenge (the \"bit flip\") and how to validate it.", "repo": "https://github.com/sundial-org/skills/tree/HEAD/skills/cs-research-methodology", "install": ["npx skills add sundial-org/skills --skill cs-research-methodology"], "stars": 153, "pushed": "2026-07-15T23:46:34Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:sundial-org/skills/skills/icml-reviewer", "name": "icml-reviewer", "kind": "skill", "official": false, "desc": "Paper reviewer that evaluates machine learning research projects following official ICML reviewer guidelines. Provides comprehensive reviews with actionable feedback across all key dimensions: claims/evidence, relation to prior work, originality, significance, clarity, and reproducibility. Also provides formative feedback on incomplete drafts, proposals, and research code repositories. MANDATORY TRIGGERS: review paper, ICML review, paper review, evaluate paper, research paper feedback, ML paper ", "repo": "https://github.com/sundial-org/skills/tree/HEAD/skills/icml-reviewer", "install": ["npx skills add sundial-org/skills --skill icml-reviewer"], "stars": 153, "pushed": "2026-07-15T23:46:34Z", "license": null, "plat": "icml", "live": "Not checked (runs locally)"}, {"id": "skill:sundial-org/skills/skills/project-referee", "name": "project-referee", "kind": "skill", "official": false, "desc": "Critiques ML conference papers with reviewer-style feedback. Use when users want to anticipate reviewer concerns, identify weaknesses, check claim-evidence gaps, or find missing citations.", "repo": "https://github.com/sundial-org/skills/tree/HEAD/skills/project-referee", "install": ["npx skills add sundial-org/skills --skill project-referee"], "stars": 153, "pushed": "2026-07-15T23:46:34Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Ciao1019/Petrichor/apps/api/agent-skills/research-note", "name": "research-note", "kind": "skill", "official": false, "desc": "汇总资料并保留可核验来源，形成研究笔记。", "repo": "https://github.com/Ciao1019/Petrichor/tree/HEAD/apps/api/agent-skills/research-note", "install": ["npx skills add Ciao1019/Petrichor --skill research-note"], "stars": 153, "pushed": "2026-09-29T06:45:36Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:voidful/academic-skills", "name": "academic-research", "kind": "skill", "official": false, "desc": "Complete academic research skill suite covering the full pipeline: paper reading (read/explain papers with storytelling), idea generation (brainstorm research directions), experiment design (plan experiments, ablation, baselines), proof writing (mathematical proofs, LaTeX theorems), paper writing (draft to camera-ready for top venues like NeurIPS/ICLR/ACL), paper review (structured 4-step review with scoring), and professor fit analysis (evaluate advisors, cold emails, interview strategy). Trigg", "repo": "https://github.com/voidful/academic-skills", "install": ["npx skills add voidful/academic-skills --skill academic-research"], "stars": 146, "pushed": "2026-04-04T08:24:12Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:voidful/academic-skills/experiment-design", "name": "experiment-design", "kind": "skill", "official": false, "desc": "學術研究實驗設計技能——從研究假設到可重現實驗計畫的完整流程。當使用者需要規劃實驗、設計 ablation study、選擇 baseline、確定評估指標，或問「我應該跑哪些實驗」時，一定要使用此技能。觸發詞包括：實驗設計、experiment design、ablation、baseline、跑什麼實驗、evaluation metric、如何驗證方法。適用於機器學習、NLP、CV 等領域的實驗規劃。", "repo": "https://github.com/voidful/academic-skills/tree/HEAD/experiment-design", "install": ["npx skills add voidful/academic-skills --skill experiment-design"], "stars": 146, "pushed": "2026-04-04T08:24:12Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:voidful/academic-skills/idea-generation", "name": "idea-generation", "kind": "skill", "official": false, "desc": "學術研究的 Idea 產生技能——從發散到收斂，系統化地產出高品質研究構想。當使用者想腦力激盪研究方向、找新 research idea、或問「我接下來可以做什麼研究」時，一定要使用此技能。觸發詞包括：brainstorm、想 idea、研究方向、下一步做什麼、有什麼可以研究的、找 gap、research proposal。適用於任何階段的學術研究構想生成。", "repo": "https://github.com/voidful/academic-skills/tree/HEAD/idea-generation", "install": ["npx skills add voidful/academic-skills --skill idea-generation"], "stars": 146, "pushed": "2026-04-04T08:24:12Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:voidful/academic-skills/paper-reading", "name": "paper-reading", "kind": "skill", "official": false, "desc": "太奶讀論文 — 一位百歲阿嬤用繁體中文、生活比喻和動漫梗，帶你讀懂學術論文。當使用者提供論文 PDF、arXiv 連結、或貼上論文文字，並想理解論文內容時，一定要使用此技能。觸發詞包括：讀論文、解釋論文、看不懂、幫我理解這篇、這篇在說什麼、paper reading、explain this paper。適用於任何學術論文的直觀導讀。", "repo": "https://github.com/voidful/academic-skills/tree/HEAD/paper-reading", "install": ["npx skills add voidful/academic-skills --skill paper-reading"], "stars": 146, "pushed": "2026-04-04T08:24:12Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:voidful/academic-skills/paper-review", "name": "paper-review", "kind": "skill", "official": false, "desc": "學術論文審稿技能 — 以結構化四步驟流程完成深度論文審查，涵蓋批判性審查、分數預測、要點精煉與正式審稿產出。當使用者需要 review 一篇論文、模擬 reviewer 反應、評估論文能否被接收、或幫助判斷論文優缺點時，一定要使用此技能。觸發詞包括：review 這篇、幫我審稿、reviewer 會怎麼說、這篇能上嗎、paper review、給分數、找 weakness。適用於任何學術論文的審稿模擬與評估。", "repo": "https://github.com/voidful/academic-skills/tree/HEAD/paper-review", "install": ["npx skills add voidful/academic-skills --skill paper-review"], "stars": 146, "pushed": "2026-04-04T08:24:12Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:voidful/academic-skills/paper-writing", "name": "paper-writing", "kind": "skill", "official": false, "desc": "頂級會議論文寫作技能——以嚴格 reviewer 視角指導從草稿到終稿的完整寫作流程。當使用者要寫論文、改善論文草稿、修改特定章節（introduction、method、experiments、conclusion）、潤色學術英文、回應 reviewer 意見，或問「這段怎麼寫」時，一定要使用此技能。觸發詞包括：寫論文、paper writing、improve my paper、幫我修改、review comments、rebuttal、LaTeX、NeurIPS/ICLR/ACL 投稿。適用於所有學術論文寫作場景。", "repo": "https://github.com/voidful/academic-skills/tree/HEAD/paper-writing", "install": ["npx skills add voidful/academic-skills --skill paper-writing"], "stars": 146, "pushed": "2026-04-04T08:24:12Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:voidful/academic-skills/professor-fit-analyser", "name": "professor-fit-analyzer", "kind": "skill", "official": false, "desc": "analyze a professor from google scholar, publication lists, personal websites, lab pages, and field-specific bibliographic databases (e.g., DBLP, PubMed, SSRN, PhilPapers, MathSciNet, arXiv, Scopus) to evaluate research strength, mentoring quality, collaboration network, lab resources, research taxonomy, future directions, applicant fit, outreach emails, and interview strategy. designed for students at all levels — PhD applicants, master's students, and undergraduate researchers (capstone/thesis", "repo": "https://github.com/voidful/academic-skills/tree/HEAD/professor-fit-analyser", "install": ["npx skills add voidful/academic-skills --skill professor-fit-analyzer"], "stars": 146, "pushed": "2026-04-04T08:24:12Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:voidful/academic-skills/proof-writer", "name": "proof-writer", "kind": "skill", "official": false, "desc": "數學證明撰寫技能 — 從主張提取到 LaTeX 排版的完整證明工作流。當使用者需要撰寫或驗證數學定理、引理、命題的形式證明，或需要推導公式、整理理論分析時，一定要使用此技能。觸發詞包括：數學證明、prove、theorem、lemma、proposition、推導、理論分析、寫 proof、LaTeX 數學、formal proof。適用於機器學習理論、統計學習理論、最佳化等需要嚴謹數學推導的場景。", "repo": "https://github.com/voidful/academic-skills/tree/HEAD/proof-writer", "install": ["npx skills add voidful/academic-skills --skill proof-writer"], "stars": 146, "pushed": "2026-04-04T08:24:12Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:ltczding-gif/ref-downloader/skills/ref-downloader", "name": "ref-downloader", "kind": "skill", "official": false, "desc": "Use when the user asks to batch-download academic PDFs with ref-downloader — either ALL references of one paper (Mode A: DOI or PDF input), OR a custom batch of papers (Mode B: DOI/title/arXiv-PMID list, or abstract query like \"Author X's recent papers\"). Not for one-off PDFs, paper search, or Zotero import.", "repo": "https://github.com/ltczding-gif/ref-downloader/tree/HEAD/skills/ref-downloader", "install": ["npx skills add ltczding-gif/ref-downloader --skill ref-downloader"], "stars": 143, "pushed": "2026-06-01T08:41:50Z", "license": "MIT", "plat": "ref-downloader", "live": "Not checked (runs locally)"}, {"id": "skill:scholay/skills/literature-discovery", "name": "literature-discovery", "kind": "skill", "official": false, "desc": "Systematically discover and shortlist academic literature for a research project. Use when building a reading corpus from scratch, expanding an existing one, filling topic or language gaps, or turning search results into a prioritized intake queue.", "repo": "https://github.com/scholay/skills/tree/HEAD/literature-discovery", "install": ["npx skills add scholay/skills --skill literature-discovery"], "stars": 139, "pushed": "2026-06-17T14:11:30Z", "license": "MIT", "plat": "academic literature", "live": "Not checked (runs locally)"}, {"id": "skill:scholay/skills/research-writing", "name": "research-writing", "kind": "skill", "official": false, "desc": "Draft and maintain academic papers from verified corpus evidence, manage bibliography, and produce output in any target format. Use when outlining chapters, mapping evidence to arguments, drafting or revising sections, managing citations, placing figures, or running integrity checks before building output.", "repo": "https://github.com/scholay/skills/tree/HEAD/research-writing", "install": ["npx skills add scholay/skills --skill research-writing"], "stars": 139, "pushed": "2026-06-17T14:11:30Z", "license": "MIT", "plat": "academic papers", "live": "Not checked (runs locally)"}, {"id": "mcp:gh:JackKuo666/PubMed-MCP-Server", "name": "PubMed-MCP-Server", "kind": "mcp", "official": null, "desc": "🔍 Enable AI assistants to search, access, and analyze PubMed articles through a simple MCP interface.", "repo": "https://github.com/JackKuo666/PubMed-MCP-Server", "install": [], "stars": 132, "pushed": null, "license": null, "plat": "pubmed", "live": "Not checked (runs locally)"}, {"id": "mcp:gh:afrise/academic-search-mcp-server", "name": "academic-search-mcp-server", "kind": "mcp", "official": null, "desc": "Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude to access data from Semantic Scholar and Crossref. ", "repo": "https://github.com/afrise/academic-search-mcp-server", "install": [], "stars": 119, "pushed": null, "license": null, "plat": "semantic scholar", "live": "Not checked (runs locally)"}, {"id": "skill:joshua-zyy/academic-paper-writer/skills/academic-citation", "name": "academic-citation", "kind": "skill", "official": false, "desc": "Search, verify, and map citations for CS/AI/ML papers. Produces VERIFIED/UNVERIFIED reference lists with Citation-to-Claim maps and Exemplar Sets. Use when: finding references for a paper section, verifying citation accuracy, building exemplar sets for introduction/related work learning, checking if existing citations are real and accurate, supplementing local literature library. Triggers on: 找引用, 文献检索, citation pass, find references, reference check, 补文献, citation verification, Exemplar Set, se", "repo": "https://github.com/joshua-zyy/academic-paper-writer/tree/HEAD/skills/academic-citation", "install": ["npx skills add joshua-zyy/academic-paper-writer --skill academic-citation"], "stars": 116, "pushed": "2026-10-05T08:53:43Z", "license": "MIT", "plat": "academic papers", "live": "Not checked (runs locally)"}, {"id": "skill:joshua-zyy/academic-paper-writer/skills/academic-experiments", "name": "academic-experiments", "kind": "skill", "official": false, "desc": "Audit, run, or verify experimental evidence for CS/AI/ML papers. Produces Evidence Inventory with evidence_type annotations (newly_run/preexisting_artifact/user_claim) and Protocol Risk assessments. Use when: checking if experiment results are reproducible, auditing existing experiment artifacts, running minimal reproducible commands, evaluating checkpoints without full retraining, documenting protocol risks like data leakage or missing baselines. Triggers on: 复核实验, run experiments, 实验结果, experi", "repo": "https://github.com/joshua-zyy/academic-paper-writer/tree/HEAD/skills/academic-experiments", "install": ["npx skills add joshua-zyy/academic-paper-writer --skill academic-experiments"], "stars": 116, "pushed": "2026-10-05T08:53:43Z", "license": "MIT", "plat": "academic papers", "live": "Not checked (runs locally)"}, {"id": "skill:joshua-zyy/academic-paper-writer/skills/academic-figure", "name": "academic-figure", "kind": "skill", "official": false, "desc": "Create, revise, or audit academic data/result figures for CS/AI/ML papers. Data/result plots default to Python-generated editable SVG with CS/AI/ML-specific design rules for benchmarks, ablations, training dynamics, robustness, diagnostics, distributions, confusion matrices, and efficiency tradeoffs. Use when: generating plots from experiment results or numeric data, auditing publication figures, suggesting data-driven figure types, revising chart colors/layouts/labels, or preparing figure QA re", "repo": "https://github.com/joshua-zyy/academic-paper-writer/tree/HEAD/skills/academic-figure", "install": ["npx skills add joshua-zyy/academic-paper-writer --skill academic-figure"], "stars": 116, "pushed": "2026-10-05T08:53:43Z", "license": "MIT", "plat": "academic papers", "live": "Not checked (runs locally)"}, {"id": "skill:joshua-zyy/academic-paper-writer/skills/academic-latex-layout", "name": "academic-latex-layout", "kind": "skill", "official": false, "desc": "Use when working on academic paper LaTeX layout, figure/table float placement, draft-to-template LaTeX generation, existing .tex project layout repair, figures piling up, figures far from text, large blank areas, two-column figure/table placement, page-limit layout cleanup, or compiled PDF layout review.", "repo": "https://github.com/joshua-zyy/academic-paper-writer/tree/HEAD/skills/academic-latex-layout", "install": ["npx skills add joshua-zyy/academic-paper-writer --skill academic-latex-layout"], "stars": 116, "pushed": "2026-10-05T08:53:43Z", "license": "MIT", "plat": "academic papers", "live": "Not checked (runs locally)"}, {"id": "skill:joshua-zyy/academic-paper-writer/skills/academic-paper-writer", "name": "academic-paper-writer", "kind": "skill", "official": false, "desc": "Use when writing or revising CS/AI/ML papers from research notes, code repositories, local literature libraries, target venue requirements, or section-level drafting requests. Triggers include 写论文, 初稿, paper draft, write introduction, write method, full paper outline, section-by-section drafting, 证据闭环, 论文起草, 从零写论文, 逐节写作.", "repo": "https://github.com/joshua-zyy/academic-paper-writer/tree/HEAD/skills/academic-paper-writer", "install": ["npx skills add joshua-zyy/academic-paper-writer --skill academic-paper-writer"], "stars": 116, "pushed": "2026-10-05T08:53:43Z", "license": "MIT", "plat": "academic papers", "live": "Not checked (runs locally)"}, {"id": "skill:joshua-zyy/academic-paper-writer/skills/academic-polishing", "name": "academic-polishing", "kind": "skill", "official": false, "desc": "Polish academic prose, de-AI-ify text, control claim strength, or rewrite method sections for CS/AI/ML papers. Executes Prose Quality Gate, Claim Strength Audit, and de-AI pass. Use when: removing AI writing patterns from paper text, adjusting claim strength to match evidence level, rewriting method sections with proper narrative flow, improving academic writing quality, checking for overclaiming. Triggers on: 润色, polish, improve writing, 去AI, de-AI, claim strength, 改写, rewrite method, prose qua", "repo": "https://github.com/joshua-zyy/academic-paper-writer/tree/HEAD/skills/academic-polishing", "install": ["npx skills add joshua-zyy/academic-paper-writer --skill academic-polishing"], "stars": 116, "pushed": "2026-10-05T08:53:43Z", "license": "MIT", "plat": "academic papers", "live": "Not checked (runs locally)"}, {"id": "skill:joshua-zyy/academic-paper-writer/skills/academic-reviser", "name": "academic-reviser", "kind": "skill", "official": false, "desc": "Self-review, audit, or verify CS/AI/ML paper drafts as a critical peer reviewer. Three-round review (evidence→argument→style) with Verification Status and debt tracking. Use when: reviewing a paper draft before submission, checking evidence compliance of claims, simulating peer reviewer feedback, verifying citation closure and evidence debts, performing cross-section consistency checks. Triggers on: self review, 自查, verification, 审稿, evidence compliance, peer review, 论文审查, draft audit, 验证论文, 检查引", "repo": "https://github.com/joshua-zyy/academic-paper-writer/tree/HEAD/skills/academic-reviser", "install": ["npx skills add joshua-zyy/academic-paper-writer --skill academic-reviser"], "stars": 116, "pushed": "2026-10-05T08:53:43Z", "license": "MIT", "plat": "academic papers", "live": "Not checked (runs locally)"}, {"id": "skill:joshua-zyy/academic-paper-writer/skills/academic-venue-research", "name": "academic-venue-research", "kind": "skill", "official": false, "desc": "Research target venue requirements and writing style for CS/AI/ML papers. Produces venue-brief.md with submission requirements and detailed writing style analysis. Use when: researching target journal/conference requirements, analyzing writing style of target venue, generating venue brief for paper writing, checking submission guidelines. Triggers on: venue research, 期刊调研, 目标期刊, writing style analysis, 写作风格分析, venue requirements, submission guidelines, 投稿要求, journal style, conference format.", "repo": "https://github.com/joshua-zyy/academic-paper-writer/tree/HEAD/skills/academic-venue-research", "install": ["npx skills add joshua-zyy/academic-paper-writer --skill academic-venue-research"], "stars": 116, "pushed": "2026-10-05T08:53:43Z", "license": "MIT", "plat": "academic papers", "live": "Not checked (runs locally)"}, {"id": "mcp:gh:pminervini/deep-research-mcp", "name": "deep-research-mcp", "kind": "mcp", "official": null, "desc": "MCP server for OpenAI and Gemini Deep Research, Tavily Research, and self-hosted DR-Tulu and openJiuwen DeepSearch (Gnosis).", "repo": "https://github.com/pminervini/deep-research-mcp", "install": [], "stars": 116, "pushed": null, "license": null, "plat": "openai, gemini, tavily, dr-tulu, openjiu", "live": "Not checked (runs locally)"}, {"id": "skill:Linwei-Chen/paper-deep-reader-skill", "name": "paper-deep-reader", "kind": "skill", "official": false, "desc": "为单篇学术论文生成来源可追溯、图文交错、零背景可进入且具博士级技术深度的中文或英文解读。默认按“一句话总结、背景与动机、核心方法、实验与结果、贡献与影响、结论”六部分成稿，首次出现即解释关键术语，用最小例子讲通机制，并截图、嵌入、逐一解读所有关键图表；兼容有视觉与纯文本环境。用户提供 PDF、URL、DOI、预印本标识、标题或全文并要求论文解读、精读、讲清楚、逐关键图表、方法/公式/实验解释时使用。只问局部问题时可定向回答；不用于全文逐句翻译或多论文综述。", "repo": "https://github.com/Linwei-Chen/paper-deep-reader-skill", "install": ["npx skills add Linwei-Chen/paper-deep-reader-skill --skill paper-deep-reader"], "stars": 116, "pushed": "2026-08-15T15:07:27Z", "license": "MIT", "plat": "academic papers", "live": "Not checked (runs locally)"}, {"id": "skill:MrGeDiao/paper-reading-zh/paper-reading-zh", "name": "paper-reading-zh", "kind": "skill", "official": false, "desc": "中文论文深读、总结/TL;DR、工程拆解、按论文实现/复现、比较与证据审计。用户给出论文 PDF、链接、标题、摘要、正文或图表，或明确要读论文时使用。只有论文锚点且无附言时澄清阅读目标；只有阅读意图时问哪篇。已有论文时，“看看这篇”直接深读。不用于仅翻译、解释单个术语、生成 BibTeX、找或下载论文。", "repo": "https://github.com/MrGeDiao/paper-reading-zh/tree/HEAD/paper-reading-zh", "install": ["npx skills add MrGeDiao/paper-reading-zh --skill paper-reading-zh"], "stars": 111, "pushed": "2026-11-09T12:21:54Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:zanecole10/software-tailor-skills/17-niche-research", "name": "niche-research", "kind": "skill", "official": false, "desc": "Deep market analysis that downloads an entire industry into your brain. Searches forums, Reddit, industry sites, events, and platforms to uncover pain points, language, opportunities, and the perfect software solution to sell them.", "repo": "https://github.com/zanecole10/software-tailor-skills/tree/HEAD/17-niche-research", "install": ["npx skills add zanecole10/software-tailor-skills --skill niche-research"], "stars": 107, "pushed": "2025-10-31T02:42:36Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:coleam00/custom-agent-with-skills/skills/research_assistant", "name": "research_assistant", "kind": "skill", "official": false, "desc": "Search academic papers, find citations, and explore research using Semantic Scholar. Use when user asks about scientific papers, research, citations, or academic topics.", "repo": "https://github.com/coleam00/custom-agent-with-skills/tree/HEAD/skills/research_assistant", "install": ["npx skills add coleam00/custom-agent-with-skills --skill research_assistant"], "stars": 107, "pushed": "2026-01-27T18:32:27Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:low-hands/MyCareer/skills/job-research", "name": "job-research", "kind": "skill", "official": false, "desc": "Research public company, product-line, business, market, and competitor context for one saved job when the user explicitly requests it. Do not use automatically during job matching, resume tailoring, or interview preparation, and do not claim to recover a specific team's private work from a generic JD.", "repo": "https://github.com/low-hands/MyCareer/tree/HEAD/skills/job-research", "install": ["npx skills add low-hands/MyCareer --skill job-research"], "stars": 105, "pushed": "2026-10-12T23:27:20Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:ai.smithery/IlyaGusev-academia_mcp", "name": "ai.smithery/IlyaGusev-academia_mcp", "kind": "mcp", "official": null, "desc": "Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel…", "repo": "https://github.com/IlyaGusev/academia_mcp", "install": ["https://server.smithery.ai/@IlyaGusev/academia_mcp/mcp"], "stars": 94, "pushed": "2026-10-30T10:41:55Z", "license": "Apache-2.0", "plat": "arxiv", "live": "Down · HTTP 404 (checked 2026-11-13)"}, {"id": "mcp:io.github.mituan-ai/paperbanana-cn", "name": "PaperBanana-CN", "kind": "mcp", "official": null, "desc": "Generate and evaluate academic diagrams and plots with independent model connections.", "repo": "https://github.com/mituan-ai/PaperBanana-CN", "install": ["pypi:paperbanana-cn"], "stars": 85, "pushed": "2026-10-01T02:11:51Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.HzaCode/onecite", "name": "io.github.HzaCode/onecite", "kind": "mcp", "official": null, "desc": "Generate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, MLA formats.", "repo": "https://github.com/HzaCode/OneCite", "install": ["pypi:onecite"], "stars": 68, "pushed": "2026-08-06T09:53:48Z", "license": "MIT", "plat": "academic citations", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.WenyuChiou/research-hub", "name": "io.github.WenyuChiou/research-hub", "kind": "mcp", "official": null, "desc": "Research workspace for Zotero + Obsidian + NotebookLM. Search, ingest, sync, verify briefs.", "repo": "https://github.com/WenyuChiou/research-hub", "install": ["pypi:research-hub-pipeline"], "stars": 67, "pushed": "2026-11-13T07:25:42Z", "license": "MIT", "plat": "github", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.tiptreesystems/lacuna-research-mcp", "name": "Lacuna Research MCP", "kind": "mcp", "official": null, "desc": "Search Lacuna's ML research graph for papers, directions, authors, venues, and hypotheses.", "repo": "https://github.com/tiptreesystems/lacuna-research-mcp", "install": ["pypi:lacuna-research-mcp", "https://lacuna.tiptreesystems.com/api/mcp"], "stars": 67, "pushed": "2026-11-13T03:49:04Z", "license": "MIT", "plat": "lacuna", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Eclipse-Cj/paper-distill-mcp", "name": "Paper Distill MCP", "kind": "mcp", "official": null, "desc": "Academic paper search across 11 sources with AI curation, ranked push, Zotero and Obsidian support.", "repo": "https://github.com/Eclipse-Cj/paper-distill-mcp", "install": ["pypi:paper-distill-mcp"], "stars": 66, "pushed": "2026-03-24T11:36:12Z", "license": "AGPL-3.0", "plat": "academic papers", "live": "Not checked (runs locally)"}, {"id": "mcp:app.cellarion/wine-registry", "name": "Cellarion Wine Registry", "kind": "mcp", "official": null, "desc": "Public wine registry and guides: search wines, grapes, regions, appellations. No account.", "repo": "https://github.com/jagduvi1/Cellarion", "install": ["https://cellarion.app/api/mcp/public"], "stars": 32, "pushed": "2026-11-13T09:13:06Z", "license": "AGPL-3.0", "plat": "cellarion", "live": "Live · 2116 ms · 6 tools · free to try: `get_source_info` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.computron/fulltext-article-downloader", "name": "io.github.computron/fulltext-article-downloader", "kind": "mcp", "official": null, "desc": "Full text of research papers by DOI, arXiv, PMC or OpenReview id, verified against the record", "repo": "https://github.com/computron/fulltext-article-downloader", "install": ["pypi:fulltext-article-downloader"], "stars": 30, "pushed": "2026-09-29T03:07:59Z", "license": "BSD-3-Clause", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Embassy-of-the-Free-Mind/source-library", "name": "io.github.Embassy-of-the-Free-Mind/source-library", "kind": "mcp", "official": null, "desc": "Search 22,000+ rare pre-modern texts with AI English translations, summaries, and 73K+ images.", "repo": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2", "install": ["npm:@source-library/mcp-server"], "stars": 29, "pushed": "2026-11-13T00:44:17Z", "license": "AGPL-3.0", "plat": "source-library", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.kuhumcst/dannet", "name": "io.github.kuhumcst/dannet", "kind": "mcp", "official": null, "desc": "DanNet - Danish WordNet with rich lexical relationships and SPARQL access.", "repo": "https://github.com/kuhumcst/DanNet", "install": ["https://wordnet.dk/mcp"], "stars": 29, "pushed": "2026-11-12T10:58:01Z", "license": "MIT", "plat": "", "live": "Live · 3279 ms · 6 tools · free to try: `get_word_synsets` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.Embassy-of-the-Free-Mind/sourcelibrary", "name": "Source Library", "kind": "mcp", "official": null, "desc": "Search 15K rare pre-modern texts translated to English: philosophy, religion, science, literature.", "repo": "https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2", "install": ["https://sourcelibrary.org/api/mcp"], "stars": 29, "pushed": "2026-11-13T00:44:17Z", "license": "AGPL-3.0", "plat": "", "live": "Live · 12075 ms · 22 tools · free to try: `search_images` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.Scormave/gramps-web-mcp", "name": "Gramps Web MCP", "kind": "mcp", "official": null, "desc": "MCP server for structured access to Gramps Web genealogy data", "repo": "https://github.com/Scormave/gramps-web-mcp", "install": ["oci:ghcr.io/scormave/gramps-web-mcp:2.10.0"], "stars": 23, "pushed": "2026-11-13T01:07:12Z", "license": "AGPL-3.0", "plat": "gramps web", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.sunilgentyala/aegis-integrity", "name": "AEGIS Academic Integrity Checker", "kind": "mcp", "official": null, "desc": "Local-first paper integrity checks: hallucinated citations, AI-text, plagiarism, venue guidelines.", "repo": "https://github.com/sunilgentyala/aegis-integrity", "install": ["pypi:aegis-integrity"], "stars": 21, "pushed": "2026-11-06T05:59:26Z", "license": "AGPL-3.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.cyanheads/openalex-mcp-server", "name": "io.github.cyanheads/openalex-mcp-server", "kind": "mcp", "official": null, "desc": "Access the OpenAlex academic research catalog — 270M+ publications.", "repo": "https://github.com/cyanheads/openalex-mcp-server", "install": ["npm:@cyanheads/openalex-mcp-server", "npm:@cyanheads/openalex-mcp-server", "https://openalex.caseyjhand.com/mcp"], "stars": 18, "pushed": "2026-11-11T09:14:47Z", "license": "Apache-2.0", "plat": "openalex", "live": "Not checked (runs locally)"}, {"id": "mcp:ai.smithery/adamamer20-paper-search-mcp-openai", "name": "ai.smithery/adamamer20-paper-search-mcp-openai", "kind": "mcp", "official": null, "desc": "Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…", "repo": "https://github.com/adamamer20/paper-search-mcp-openai", "install": ["https://server.smithery.ai/@adamamer20/paper-search-mcp-openai/mcp"], "stars": 15, "pushed": "2025-09-18T16:51:36Z", "license": "MIT", "plat": "arxiv", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.nulib/dc-api", "name": "Northwestern University Libraries Digital Collections API", "kind": "mcp", "official": null, "desc": "Agent integration with the Northwestern University Libraries Digital Collections API", "repo": "https://github.com/nulib/dc-api-v2", "install": ["npm:@nulib/dc-api-mcp", "oci:ghcr.io/nulib/dc-api-mcp:2.12.0", "https://api.dc.library.northwestern.edu/api/v2/mcp"], "stars": 14, "pushed": "2026-11-12T14:37:04Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.YGao2005/scholar-feed-mcp", "name": "Scholar Feed", "kind": "mcp", "official": null, "desc": "Rank CS/AI/ML papers by citations, forecast impact, or code adoption; trace 23.2M citation edges.", "repo": "https://github.com/YGao2005/scholar-feed-mcp", "install": ["npm:scholar-feed-mcp", "https://mcp.scholarfeed.org/mcp?src=mcp-registry"], "stars": 14, "pushed": "2026-10-20T10:06:49Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.dhamma-seeker/tripitaka-mcp", "name": "Tripitaka MCP", "kind": "mcp", "official": null, "desc": "MCP server for the full Pāli Canon — search, cite, compare translations. Offered as Dhamma Dāna.", "repo": "https://github.com/dhamma-seeker/tripitaka-mcp", "install": ["https://mcp.tripitaka-mcp.com/mcp", "https://mcp.tripitaka-mcp.com/sse"], "stars": 12, "pushed": "2026-11-04T07:22:59Z", "license": "NOASSERTION", "plat": "pāli canon", "live": "Live · 3897 ms · 14 tools · free to try: `list_structure` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.neptun2000/heor-agent", "name": "io.github.neptun2000/heor-agent", "kind": "mcp", "official": null, "desc": "HEOR MCP server: literature search, CEA, BIA, NMA/MAIC, HTA dossiers (NICE/FDA/EMA/JCA).", "repo": "https://github.com/neptun2000/heor-agent-mcp", "install": ["npm:heor-agent-mcp"], "stars": 11, "pushed": "2026-06-27T16:47:53Z", "license": "MIT", "plat": "heor", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.SpaceFrontiers/mcp", "name": "Machine Library", "kind": "mcp", "official": null, "desc": "Machine Library: cited search over papers, books, patents and social posts, with agent comments.", "repo": "https://github.com/SpaceFrontiers/mcp", "install": ["https://mcp.machinelibrary.ai/"], "stars": 11, "pushed": "2026-11-10T12:43:39Z", "license": "MIT", "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.mlava/scholar-sidekick-mcp", "name": "Scholar Sidekick", "kind": "mcp", "official": null, "desc": "Catch AI-fabricated citations (real DOI + fake title). Retraction, open-access, 10,000+ CSL styles.", "repo": "https://github.com/mlava/scholar-sidekick-mcp", "install": ["npm:scholar-sidekick-mcp", "https://scholar-sidekick.com/api/mcp"], "stars": 11, "pushed": "2026-11-04T03:47:23Z", "license": "MIT", "plat": "academic", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.sepehr071/codal-mcp", "name": "Codal (کدال) Disclosures", "kind": "mcp", "official": null, "desc": "Read-only codal.ir: search disclosures of Iranian listed companies, read letters and statements.", "repo": "https://github.com/sepehr071/codal-mcp", "install": ["pypi:codal-mcp"], "stars": 9, "pushed": "2026-11-11T20:10:05Z", "license": "MIT", "plat": "codal", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.igormel81/genealogy-mcp", "name": "Genealogy research toolkit", "kind": "mcp", "official": null, "desc": "Family history: 171 sources, book search, calendars, kinship, event evidence and research projects", "repo": "https://github.com/igormel81/genealogy-mcp", "install": ["pypi:genealogy-mcp"], "stars": 9, "pushed": "2026-10-21T08:29:34Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.SokolskyNikita/annas-mcp", "name": "Anna's Archive and OpenAlex", "kind": "mcp", "official": null, "desc": "Find books, papers and dissertations with Anna's Archive and OpenAlex, then download or read them.", "repo": "https://github.com/SokolskyNikita/annas-mcp", "install": ["npm:annas-mcp"], "stars": 8, "pushed": "2026-11-07T15:50:57Z", "license": "MIT", "plat": "anna's archive and openalex", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.piiinpiiins/zotero-mcp-local", "name": "io.github.piiinpiiins/zotero-mcp-local", "kind": "mcp", "official": null, "desc": "Search, read PDFs, and find related papers in your local Zotero library. Read-only, 100% local.", "repo": "https://github.com/piiinpiiins/Zotero-MCP-lite", "install": ["pypi:zotero-mcp-local"], "stars": 8, "pushed": "2026-07-26T18:20:27Z", "license": "MIT", "plat": "zotero", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.luffysolution-svg/omnischolar", "name": "OmniScholar", "kind": "mcp", "official": null, "desc": "Literature, Zotero, PDF, citation, materials, and scientific image tools for research agents.", "repo": "https://github.com/luffysolution-svg/omnischolar", "install": ["pypi:luffysolution-omnischolar"], "stars": 8, "pushed": "2026-09-22T08:31:12Z", "license": "MIT", "plat": "zotero", "live": "Not checked (runs locally)"}, {"id": "mcp:ai.openarx/openarx", "name": "OpenArx", "kind": "mcp", "official": null, "desc": "Open scientific and engineering knowledge for AI agents: search, evidence, document publishing.", "repo": "https://github.com/OpenArx-AI/openarx-core", "install": ["https://mcp.openarx.ai/researcher/mcp"], "stars": 8, "pushed": "2026-07-30T00:19:20Z", "license": "Apache-2.0", "plat": "scientific and engineering", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.musharna/plant-genomics-mcp", "name": "Plant Genomics", "kind": "mcp", "official": null, "desc": "Plant genomics MCP — 58 tools across 24 backends with cross-source synthesis.", "repo": "https://github.com/musharna/plant-genomics-mcp", "install": ["pypi:plant-genomics-mcp"], "stars": 8, "pushed": "2026-11-11T00:15:55Z", "license": "MIT", "plat": "plant genomics", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Liyux3/scholar-mcp", "name": "Scholar MCP", "kind": "mcp", "official": null, "desc": "Federated academic search, citation traversal, persistent PDF download, and temporary reading.", "repo": "https://github.com/Liyux3/scholar-mcp", "install": ["pypi:scholar-mcp"], "stars": 8, "pushed": "2026-11-13T11:24:24Z", "license": "NOASSERTION", "plat": "academic", "live": "Not checked (runs locally)"}, {"id": "mcp:com.altmetric.mcp/altmetric-mcp", "name": "com.altmetric.mcp/altmetric-mcp", "kind": "mcp", "official": null, "desc": "MCP server for Altmetric APIs - track research attention across news, policy, social media, and more", "repo": "https://github.com/altmetric/altmetric-mcp", "install": ["npm:altmetric-mcp", "https://mcp.altmetric.com/mcp"], "stars": 7, "pushed": "2026-10-29T10:16:04Z", "license": "MIT", "plat": "altmetric", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.surendranb/find-research-papers-mcp", "name": "Find Research Papers", "kind": "mcp", "official": null, "desc": "Search open-source research papers across arXiv, OpenAlex, Crossref, PubMed, Semantic Scholar.", "repo": "https://github.com/surendranb/find-research-papers-mcp", "install": ["pypi:find-research-papers-mcp"], "stars": 7, "pushed": "2026-11-08T11:13:28Z", "license": "MIT", "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.cyanheads/arxiv-mcp-server", "name": "io.github.cyanheads/arxiv-mcp-server", "kind": "mcp", "official": null, "desc": "Search arXiv, fetch paper metadata, and read full-text content.", "repo": "https://github.com/cyanheads/arxiv-mcp-server", "install": ["npm:@cyanheads/arxiv-mcp-server", "npm:@cyanheads/arxiv-mcp-server", "https://arxiv.caseyjhand.com/mcp"], "stars": 7, "pushed": "2026-11-13T11:11:04Z", "license": "Apache-2.0", "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.arvicco/nabu-demo", "name": "Nabu", "kind": "mcp", "official": null, "desc": "Ancient-text research library: search, concordance, dictionaries, alignment over an open demo slice", "repo": "https://github.com/arvicco/nabu", "install": ["oci:ghcr.io/arvicco/nabu-demo:1.8.0"], "stars": 7, "pushed": "2026-11-13T02:30:47Z", "license": "MIT", "plat": "ancient-text", "live": "Not checked (runs locally)"}, {"id": "mcp:ai.dimensions/analytics-mcp", "name": "Dimensions Analytics", "kind": "mcp", "official": null, "desc": "Search and analyze Dimensions research data: publications, grants, researchers, patents, trials", "repo": "https://github.com/digital-science/dimensions-analytics-mcp", "install": ["npm:@digital-science-dsl/dimensions-analytics-mcp"], "stars": 6, "pushed": "2026-11-08T14:24:11Z", "license": null, "plat": "dimensions analytics", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.cyanheads/orcid-mcp-server", "name": "io.github.cyanheads/orcid-mcp-server", "kind": "mcp", "official": null, "desc": "Researcher profiles, works, affiliations, funding, and peer reviews from the ORCID registry.", "repo": "https://github.com/cyanheads/orcid-mcp-server", "install": ["npm:@cyanheads/orcid-mcp-server", "npm:@cyanheads/orcid-mcp-server", "https://orcid.caseyjhand.com/mcp"], "stars": 6, "pushed": "2026-10-28T08:58:40Z", "license": "Apache-2.0", "plat": "orcid", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.tushariitr-19/patents-mcp", "name": "io.github.tushariitr-19/patents-mcp", "kind": "mcp", "official": null, "desc": "Patent search and prior art discovery via Google Patents on BigQuery", "repo": "https://github.com/tushariitr-19/patents-mcp", "install": [], "stars": 6, "pushed": "2026-06-19T14:27:46Z", "license": "MIT", "plat": "google patents", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.gulmezeren2-byte/ihalent", "name": "ihalent", "kind": "mcp", "official": null, "desc": "Turkish public-tender (EKAP) award intelligence: firm histories, discounts, competition, red flags", "repo": "https://github.com/gulmezeren2-byte/ihalent", "install": ["pypi:ihalent"], "stars": 5, "pushed": "2026-08-04T06:55:14Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.derekslinz/meta-data-mcp", "name": "io.github.derekslinz/meta-data-mcp", "kind": "mcp", "official": null, "desc": "Query 76 open data APIs — government, science, finance, environment, and more.", "repo": "https://github.com/derekslinz/meta-data-mcp", "install": ["pypi:meta-data-mcp"], "stars": 5, "pushed": "2026-11-06T07:53:12Z", "license": "MIT", "plat": "government, science, finance, environmen", "live": "Not checked (runs locally)"}, {"id": "mcp:com.openephemeris/open-ephemeris", "name": "Open Ephemeris", "kind": "mcp", "official": null, "desc": "Astrology app for ChatGPT and Claude: real charts from NASA JPL DE440, not AI guesses.", "repo": "https://github.com/openephemeris/openephemeris-MCP", "install": ["https://mcp.openephemeris.com/mcp"], "stars": 5, "pushed": "2026-11-11T01:03:17Z", "license": "MIT", "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.musharna/data-aggregator-mcp", "name": "Data Aggregator", "kind": "mcp", "official": null, "desc": "Find & fetch research datasets across 21 archives, omics registries, and literature sources.", "repo": "https://github.com/musharna/data-aggregator-mcp", "install": ["pypi:data-aggregator-mcp"], "stars": 4, "pushed": "2026-11-13T07:04:28Z", "license": "MIT", "plat": "research datasets", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.cyanheads/biorxiv-mcp-server", "name": "io.github.cyanheads/biorxiv-mcp-server", "kind": "mcp", "official": null, "desc": "Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — via MCP.", "repo": "https://github.com/cyanheads/biorxiv-mcp-server", "install": ["npm:@cyanheads/biorxiv-mcp-server", "npm:@cyanheads/biorxiv-mcp-server", "https://biorxiv.caseyjhand.com/mcp"], "stars": 4, "pushed": "2026-10-29T17:18:03Z", "license": "NOASSERTION", "plat": "biorxiv, medrxiv", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.cyanheads/brapi-mcp-server", "name": "io.github.cyanheads/brapi-mcp-server", "kind": "mcp", "official": null, "desc": "Collaborative BrAPI v2.1 MCP workspace: studies, germplasm, genotypes across Breedbase, T3, more.", "repo": "https://github.com/cyanheads/brapi-mcp-server", "install": ["npm:@cyanheads/brapi-mcp-server", "npm:@cyanheads/brapi-mcp-server", "https://brapi.caseyjhand.com/mcp"], "stars": 4, "pushed": "2026-11-11T06:17:55Z", "license": "Apache-2.0", "plat": "brapi", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.scottchronicity/ephemeris-mcp", "name": "io.github.scottchronicity/ephemeris-mcp", "kind": "mcp", "official": null, "desc": "Precision astronomical ephemeris and planetary positions via the Swiss Ephemeris.", "repo": "https://github.com/scottchronicity/ephemeris-mcp", "install": ["pypi:ephemeris-mcp"], "stars": 4, "pushed": "2026-03-27T02:25:22Z", "license": "AGPL-3.0", "plat": "swiss ephemeris", "live": "Not checked (runs locally)"}, {"id": "mcp:com.luneresearch/lune", "name": "Lune Research", "kind": "mcp", "official": null, "desc": "Search peer-reviewed papers and research methodology guidance from your AI agent.", "repo": "https://github.com/RetrogradeLabs/lune-mcp-server", "install": ["npm:@retrograde-labs/lune-mcp-server", "https://mcp.luneresearch.com"], "stars": 4, "pushed": "2026-11-11T16:16:04Z", "license": "MIT", "plat": "lune research", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.beepboop2025/narcoscope", "name": "NarcoScope — illicit-economy evidence atlas", "kind": "mcp", "official": null, "desc": "Read bounded illicit-economy evidence with provenance, privacy, availability, and federation intact.", "repo": "https://github.com/beepboop2025/narcoscope", "install": ["https://www.narcoscope.com/mcp"], "stars": 4, "pushed": "2026-11-13T01:28:15Z", "license": "MIT", "plat": "narcoscope", "live": "Live · 6803 ms · 14 tools · free to try: `get_entities` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.coret/openarchieven-mcp-server", "name": "Open Archives", "kind": "mcp", "official": null, "desc": "MCP server for Open Archives: Dutch genealogical records and historical page transcriptions.", "repo": "https://github.com/coret/openarchieven-mcp-server", "install": ["https://mcp.openarchieven.nl/"], "stars": 4, "pushed": "2026-10-14T12:54:41Z", "license": null, "plat": "open archives", "live": "Live · 2955 ms · 22 tools · free to try: `get_archives` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/wiktionary", "name": "Wiktionary", "kind": "mcp", "official": null, "desc": "Wiktionary MCP — multilingual dictionary via Wikimedia REST + MediaWiki Action API", "repo": "https://github.com/pipeworx-io/mcp-wiktionary", "install": ["npm:@pipeworx/mcp-wiktionary", "https://gateway.pipeworx.io/wiktionary/mcp"], "stars": 4, "pushed": "2026-11-06T20:54:07Z", "license": "MIT", "plat": "wiktionary", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.gregario/astronomy-oracle", "name": "io.github.gregario/astronomy-oracle", "kind": "mcp", "official": null, "desc": "Astronomical catalog data and observing session planner. 13,000+ objects from OpenNGC.", "repo": "https://github.com/gregario/astronomy-oracle", "install": ["npm:astronomy-oracle"], "stars": 3, "pushed": "2026-11-01T14:10:44Z", "license": "MIT", "plat": "openngc", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mcfredrick/tenkai-mcp", "name": "io.github.mcfredrick/tenkai-mcp", "kind": "mcp", "official": null, "desc": "Search Tenkai Daily AI news for open-source releases, papers, and tools. Updated daily.", "repo": "https://github.com/mcfredrick/tenkai", "install": ["npm:tenkai-mcp"], "stars": 3, "pushed": "2026-11-12T16:33:30Z", "license": null, "plat": "tenkai daily", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.tang-vu/keryx", "name": "Keryx", "kind": "mcp", "official": null, "desc": "Budgeted research with cited evidence and visible payment state on the selected Arc network.", "repo": "https://github.com/tang-vu/keryx", "install": ["npm:keryx-mcp", "https://keryx.cc/mcp"], "stars": 3, "pushed": "2026-11-13T04:30:48Z", "license": null, "plat": "arc network", "live": "Not checked (runs locally)"}, {"id": "mcp:com.streamsapps/nuberea", "name": "NuBerea", "kind": "mcp", "official": null, "desc": "AI-powered biblical research tools — lexicons, morphology, manuscripts, and more.", "repo": "https://github.com/streamsapps/nuberea-mcp", "install": ["https://mcp.nuberea.com/mcp"], "stars": 3, "pushed": "2026-11-10T06:14:08Z", "license": "NOASSERTION", "plat": "biblical research", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.beepboop2025/palimpsest", "name": "Palimpsest — censorship, China economy and model-eval observatory", "kind": "mcp", "official": null, "desc": "Rights-aware censorship, China-economic status, and tamper-evident AI evaluation tools.", "repo": "https://github.com/beepboop2025/palimpsest", "install": ["https://api.seiche.info/palimpsest/mcp"], "stars": 3, "pushed": "2026-11-13T05:54:30Z", "license": "MIT", "plat": "", "live": "Live · 8304 ms · 7 tools · free to try: `get_newsroom` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pvliesdonk/scholar-mcp", "name": "Scholar MCP", "kind": "mcp", "official": null, "desc": "Scholarly papers, patents, books, standards and PDF conversion", "repo": "https://github.com/pvliesdonk/scholar-mcp", "install": ["pypi:pvliesdonk-scholar-mcp", "oci:ghcr.io/pvliesdonk/scholar-mcp:v3.2.0"], "stars": 3, "pushed": "2026-11-13T01:05:19Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.reesehammer/umbra-mcp", "name": "Umbra open SAR archive", "kind": "mcp", "official": null, "desc": "Search, preview, and measure Umbra open SAR from any MCP client. Umbra ships no search API.", "repo": "https://github.com/reesehammer/umbra-py", "install": ["pypi:umbra-py", "https://api.umbra-py.space/mcp"], "stars": 3, "pushed": "2026-11-13T08:46:45Z", "license": "Apache-2.0", "plat": "umbra", "live": "Not checked (runs locally)"}, {"id": "mcp:me.untype/aboard", "name": "aboard", "kind": "mcp", "official": null, "desc": "Falsifiable claims about systemic problems: causal graph, forecasts, dossiers.", "repo": "https://github.com/ostin-pil/aboard", "install": ["npm:aboard-mcp-server", "https://aboard.untype.me/mcp"], "stars": 2, "pushed": "2026-10-08T22:31:58Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:news.agingresearch/agingresearch-news", "name": "AgingResearch.News", "kind": "mcp", "official": null, "desc": "Search every new aging paper, judged on evidence, plus trials, grants, drug pipelines and news.", "repo": "https://github.com/paperfoot/agingresearch-news-mcp", "install": ["https://agingresearch.news/api/mcp"], "stars": 2, "pushed": "2026-11-03T14:25:13Z", "license": "MIT", "plat": "agingresearch.news", "live": "Live · 1031 ms · 23 tools · free to try: `list_claims` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.Daisuke134/ai-monk-index", "name": "AI Monk Index", "kind": "mcp", "official": null, "desc": "Research monk avatars, products and video playbooks with sources and labelled uncertainty.", "repo": "https://github.com/Daisuke134/anicca-products", "install": ["https://aniccaai.com/.netlify/functions/ai-monk-mcp"], "stars": 2, "pushed": "2026-11-13T09:41:12Z", "license": null, "plat": "ai monk", "live": "Live · 2711 ms · 6 tools · free to try: `search_ai_monks` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.nicolaiprodromov/arxsource", "name": "ArxSource", "kind": "mcp", "official": null, "desc": "Search, read and analyze arXiv papers, and find their code: LaTeX, citations, alerts.", "repo": "https://github.com/nicolaiprodromov/arxsource", "install": ["pypi:arxsource-mcp"], "stars": 2, "pushed": "2026-11-06T17:59:08Z", "license": "Apache-2.0", "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "mcp:de.bibelstudium-mcp/bibelstudium", "name": "Bibelstudium MCP", "kind": "mcp", "official": null, "desc": "Wortgetreue deutsche Bibelarbeit: Grundtext, Morphologie, Konkordanz, Querverweise", "repo": "https://github.com/fidpa/bibelstudium-mcp", "install": ["https://mcp.bibelstudium-mcp.de/mcp"], "stars": 2, "pushed": "2026-09-03T11:00:41Z", "license": "MIT", "plat": "", "live": "Live · 2236 ms · 7 tools · free to try: `bible_server_info` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.cyanheads/oeis-mcp-server", "name": "io.github.cyanheads/oeis-mcp-server", "kind": "mcp", "official": null, "desc": "Identify integer sequences by terms, search the OEIS, read formulas, programs, b-files, cross-refs.", "repo": "https://github.com/cyanheads/oeis-mcp-server", "install": ["npm:@cyanheads/oeis-mcp-server", "npm:@cyanheads/oeis-mcp-server", "https://oeis.caseyjhand.com/mcp"], "stars": 2, "pushed": "2026-11-11T05:48:45Z", "license": "Apache-2.0", "plat": "oeis", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.cyanheads/paleobiology-mcp-server", "name": "io.github.cyanheads/paleobiology-mcp-server", "kind": "mcp", "official": null, "desc": "Search fossil occurrences, taxon ranges, diversity through deep time, and the geologic time scale.", "repo": "https://github.com/cyanheads/paleobiology-mcp-server", "install": ["npm:@cyanheads/paleobiology-mcp-server", "npm:@cyanheads/paleobiology-mcp-server", "https://paleobiology.caseyjhand.com/mcp"], "stars": 2, "pushed": "2026-11-01T06:10:59Z", "license": "Apache-2.0", "plat": "paleobiology", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.DuhoKim/nebulamind", "name": "io.github.DuhoKim/nebulamind", "kind": "mcp", "official": null, "desc": "AI astronomy wiki with open agent peer-review. Vote on evidence, propose edits, earn reputation.", "repo": "https://github.com/DuhoKim/NebulaMind", "install": ["npm:@kuntori/nebulamind-mcp"], "stars": 2, "pushed": "2026-09-26T10:41:01Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.socraticsurge/panchangam", "name": "io.github.socraticsurge/panchangam", "kind": "mcp", "official": null, "desc": "Telugu Panchangam: tithi, nakshatra, muhurtas, festivals, tarabalam, gochara, daily rasi phalalu", "repo": "https://github.com/socraticsurge/telugu-calendar-utilities", "install": ["pypi:mcp-server-panchangam"], "stars": 2, "pushed": "2026-11-13T02:03:35Z", "license": "AGPL-3.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.TheAiSingularity/agentic-research", "name": "io.github.TheAiSingularity/agentic-research", "kind": "mcp", "official": null, "desc": "Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.", "repo": "https://github.com/TheAiSingularity/agentic-research-engine-oss", "install": ["pypi:agentic-research-engine"], "stars": 2, "pushed": "2026-04-21T17:43:02Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.fmadore/iwac-mcp-server", "name": "Islam West Africa Collection (IWAC)", "kind": "mcp", "official": null, "desc": "Read-only access to the Islam West Africa Collection via Hugging Face datasets.", "repo": "https://github.com/fmadore/iwac-mcp-server", "install": ["mcpb:https://github.com/fmadore/iwac-mcp-server/releases/download/v6.0.0/iwac-mcp-server-windows.mcpb", "mcpb:https://github.com/fmadore/iwac-mcp-server/releases/download/v6.0.0/iwac-mcp-server-macos.mcpb", "https://islam.zmo.de/mcp/"], "stars": 2, "pushed": "2026-11-11T13:15:37Z", "license": "MIT", "plat": "hugging face", "live": "Not checked (runs locally)"}, {"id": "mcp:app.naulon/naulon", "name": "naulon", "kind": "mcp", "official": null, "desc": "Check citations and retractions by DOI, and see the x402 price an AI agent pays to cite a source.", "repo": "https://github.com/naulonapp/naulon", "install": ["npm:@naulon/wayfarer-mcp", "https://gate.naulon.app/_naulon/mcp/public"], "stars": 2, "pushed": "2026-11-13T05:41:55Z", "license": "MIT", "plat": "naulon", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.99darwin/nexus", "name": "Nexus AI News", "kind": "mcp", "official": null, "desc": "Deduplicated, classified AI industry news: search, browse, and filter by vertical and event type.", "repo": "https://github.com/99darwin/nexus", "install": ["https://nexus.carapace.bot/mcp"], "stars": 2, "pushed": "2026-10-07T03:34:08Z", "license": "MIT", "plat": "ai industry", "live": "Live · 1997 ms · 3 tools · free to try: `get_latest_news` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.TurtleTech-ehf/ookcite-mcp", "name": "OokCite", "kind": "mcp", "official": null, "desc": "Catch fabricated citations: verify DOIs/ISBNs and format them in 2900+ CSL styles.", "repo": "https://github.com/TurtleTech-ehf/ookcite-mcp", "install": ["npm:@turtletech/ookcite-mcp"], "stars": 2, "pushed": "2026-11-12T22:16:16Z", "license": "MIT", "plat": "academic citations", "live": "Not checked (runs locally)"}, {"id": "mcp:us.papernex/papernexus", "name": "Paper Nexus", "kind": "mcp", "official": null, "desc": "Find related scientific papers through their citation network, from OpenAlex and Semantic Scholar.", "repo": "https://github.com/PaperNexus/papernexus-mcp", "install": ["https://papernex.us/mcp"], "stars": 2, "pushed": "2026-11-12T03:49:30Z", "license": "MIT", "plat": "scientific papers", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.adamdecaf/recall-kitchen", "name": "Recall Kitchen", "kind": "mcp", "official": null, "desc": "US recalls MCP: free API key/signup or x402 $0.025 Base; some tools need key; verify↑limits", "repo": "https://github.com/Recall-Kitchen/rk-mcp", "install": ["https://app.recallkitchen.com/mcp"], "stars": 2, "pushed": "2026-10-27T14:27:00Z", "license": "Apache-2.0", "plat": "us recalls", "live": "Live · 752 ms · 20 tools · `list_api_keys` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.chriswu727/sibyl", "name": "Sibyl — Deep Research MCP", "kind": "mcp", "official": null, "desc": "Deep Research MCP for multi-round investigations, traceable evidence, and cited reports.", "repo": "https://github.com/chriswu727/sibyl", "install": ["pypi:sibyl-research"], "stars": 2, "pushed": "2026-11-03T00:09:56Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.cwellbournewood/swissyphus", "name": "Swissyphus", "kind": "mcp", "official": null, "desc": "Swiss public-data rollup for AI agents: 151 tools, 66 sources, zero keys, every answer cited.", "repo": "https://github.com/cwellbournewood/swissyphus", "install": ["npm:swissyphus", "oci:ghcr.io/cwellbournewood/swissyphus:v1.0.1"], "stars": 2, "pushed": "2026-11-13T12:19:04Z", "license": "MIT", "plat": "swiss public data", "live": "Not checked (runs locally)"}, {"id": "mcp:com.theneuralledger/intelligence", "name": "The Neural Ledger Intelligence", "kind": "mcp", "official": null, "desc": "Read-only global event and evidence intelligence with entities, assets, and impact paths.", "repo": "https://github.com/bekirdag/tnl-intelligence", "install": ["npm:@theneuralledger/mcp"], "stars": 2, "pushed": "2026-10-29T20:18:01Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.cyanheads/unesco-heritage-mcp-server", "name": "unesco-heritage-mcp-server", "kind": "mcp", "official": null, "desc": "Search UNESCO World Heritage sites, intangible heritage, biosphere reserves, and Global Geoparks.", "repo": "https://github.com/cyanheads/unesco-heritage-mcp-server", "install": ["npm:@cyanheads/unesco-heritage-mcp-server", "npm:@cyanheads/unesco-heritage-mcp-server", "https://unesco-heritage.caseyjhand.com/mcp"], "stars": 2, "pushed": "2026-11-04T10:22:02Z", "license": "Apache-2.0", "plat": "unesco", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.ariroffe72/zmanim-mcp-server", "name": "Zmanim MCP Server", "kind": "mcp", "official": null, "desc": "MCP server providing Jewish prayer times (zmanim) calculations for any location worldwide.", "repo": "https://github.com/ariroffe72/zmanim-mcp-server.git", "install": ["pypi:zmanim-mcp-server"], "stars": 2, "pushed": "2026-05-31T20:04:23Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.xngg1021/academic-research-kernel", "name": "Academic Research Kernel", "kind": "mcp", "official": null, "desc": "Deterministic research state, evidence validation and statistical recomputation.", "repo": "https://github.com/xngg1021/academic-research-kernel", "install": ["pypi:academic-research-kernel"], "stars": 1, "pushed": "2026-11-12T10:58:07Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:ai.smithery/lineex-pubmed-mcp-smithery", "name": "ai.smithery/lineex-pubmed-mcp-smithery", "kind": "mcp", "official": null, "desc": "Search PubMed with precision using keyword and journal filters and smart sorting. Uncover MeSH ter…", "repo": "https://github.com/lineex/pubmed-mcp-smithery", "install": ["https://server.smithery.ai/@lineex/pubmed-mcp-smithery/mcp"], "stars": 1, "pushed": "2025-09-18T17:20:16Z", "license": null, "plat": "pubmed", "live": "Down · HTTP 404 (checked 2026-11-13)"}, {"id": "mcp:tech.amass/amass", "name": "Amass", "kind": "mcp", "official": null, "desc": "Linked life-science search: 43M+ papers, 1.2M+ trials, drugs, genes, FDA/EMA approvals, patents.", "repo": "https://github.com/amass-technologies/amass-mcp", "install": ["https://mcp.amass.tech/mcp"], "stars": 1, "pushed": "2026-10-22T20:02:01Z", "license": "Apache-2.0", "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.AM-Digital-Research-Environment/amira-mcp-server", "name": "AMIRA — Africa Multiple Research Data", "kind": "mcp", "official": null, "desc": "Read-only access to AMIRA, the Africa Multiple research-data platform on Omeka S.", "repo": "https://github.com/AM-Digital-Research-Environment/amira-mcp-server", "install": ["mcpb:https://github.com/AM-Digital-Research-Environment/amira-mcp-server/releases/download/v1.36.0/amira-mcp-server.mcpb", "https://data.africamultiple.uni-bayreuth.de/mcp"], "stars": 1, "pushed": "2026-11-13T11:21:11Z", "license": "MIT", "plat": "omeka s", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/bhagavad-gita", "name": "Bhagavad Gita", "kind": "mcp", "official": null, "desc": "Bhagavad Gita MCP — Hindu scripture / Vedic text. Sanskrit verses (slokas) with English…", "repo": "https://github.com/pipeworx-io/mcp-bhagavad-gita", "install": ["npm:@pipeworx/mcp-bhagavad-gita", "https://gateway.pipeworx.io/bhagavad-gita/mcp"], "stars": 1, "pushed": "2026-11-09T13:34:43Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.michalhron/citation-network-mcp", "name": "Citation Network MCP", "kind": "mcp", "official": null, "desc": "Citation-network analysis on Scopus or OpenAlex: coupling, co-citation, lineages, bibliometrics.", "repo": "https://github.com/michalhron/citation-network-mcp", "install": ["pypi:citation-network-mcp"], "stars": 1, "pushed": "2026-10-11T17:36:02Z", "license": "MIT", "plat": "scopus", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.guptaprakhariitr/verification-mcp", "name": "Citation Verification", "kind": "mcp", "official": null, "desc": "Real-time fact-check, citation verification, and source-freshness for AI agents.", "repo": "https://github.com/guptaprakhariitr/verification-mcp", "install": ["https://verification-mcp.atlasword.workers.dev/mcp"], "stars": 1, "pushed": "2026-06-11T08:40:45Z", "license": "NOASSERTION", "plat": "", "live": "Down · HTTP 500 (checked 2026-11-13)"}, {"id": "mcp:io.github.akougkas/cite-nexus-mcp", "name": "CiteNexus", "kind": "mcp", "official": null, "desc": "Search scholarly sources, verify references, and export citations with traceable evidence.", "repo": "https://github.com/akougkas/cite-nexus-mcp", "install": ["pypi:cite-nexus-mcp"], "stars": 1, "pushed": "2026-11-10T04:52:50Z", "license": "MIT", "plat": "scholarly sources", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.heidihelena/citevahti", "name": "CiteVahti", "kind": "mcp", "official": null, "desc": "Checks whether each cited source supports the claim it backs. Blinded human-first, local-first.", "repo": "https://github.com/heidihelena/citevahti", "install": ["pypi:citevahti"], "stars": 1, "pushed": "2026-10-24T23:53:43Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.ainetcafe/netcafe-almanac", "name": "com.ainetcafe/netcafe-almanac", "kind": "mcp", "official": null, "desc": "Chinese almanac: lunar calendar, BaZi 八字, daily 宜忌, lucky-day picker, public holidays.", "repo": "https://github.com/mario03690/ai-netcafe", "install": ["https://ainetcafe.com/mcp/almanac?s=registry"], "stars": 1, "pushed": "2026-08-16T06:53:22Z", "license": null, "plat": "", "live": "Live · 3790 ms · 6 tools (checked 2026-11-13)"}, {"id": "mcp:com.mythsensus/mythsensus-mcp", "name": "com.mythsensus/mythsensus-mcp", "kind": "mcp", "official": null, "desc": "Cosmic Score from 26 divination systems: the consensus when traditions disagree about you.", "repo": "https://github.com/PattrickChenforclaudeuse/mythsensus-mcp", "install": ["npm:mythsensus-mcp", "https://mythsensus.com/mcp"], "stars": 1, "pushed": "2026-09-30T15:21:13Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.nobleblocks/nobleblocks-mcp", "name": "com.nobleblocks/nobleblocks-mcp", "kind": "mcp", "official": null, "desc": "Search 340M+ academic papers — citation graphs, semantic similarity, and AI literature reviews.", "repo": "https://github.com/nobleblocks/nobleblocks-mcp", "install": ["https://mcp.nobleblocks.com/mcp"], "stars": 1, "pushed": "2026-06-08T08:22:14Z", "license": "MIT", "plat": "academic papers", "live": "Live · 8726 ms · 11 tools · free to try: `search_papers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.themineworks/academic-research-mcp", "name": "com.themineworks/academic-research-mcp", "kind": "mcp", "official": null, "desc": "Scholarly search: OpenAlex, Crossref, arXiv, OpenCitations and PubMed in one endpoint.", "repo": "https://github.com/themineworks/mcp-servers", "install": ["https://themineworks--academic-research-mcp.apify.actor/mcp"], "stars": 1, "pushed": "2026-10-01T14:45:11Z", "license": "MIT", "plat": "com.themineworks/academic-research-mcp", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:pro.publifye/darash", "name": "Darash", "kind": "mcp", "official": null, "desc": "Bible research: 59 translations, Hebrew/Greek Strong's, morphology, cross-refs, 13 dictionaries", "repo": "https://github.com/Publifye/mcp", "install": ["https://darash-api.publifye.com/mcp"], "stars": 1, "pushed": "2026-10-11T16:32:24Z", "license": "CC-BY-4.0", "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:gift.dhamma/pali-canon", "name": "Dhamma.Gift — Pāli Canon", "kind": "mcp", "official": null, "desc": "Search and read the Pāli Canon: Pāli root texts with Russian and English translations.", "repo": "https://github.com/dhammagift/dg-node", "install": ["https://api.dhamma.gift/mcp"], "stars": 1, "pushed": "2026-11-13T07:22:40Z", "license": null, "plat": "pāli canon", "live": "Live · 3179 ms · 5 tools · free to try: `list_structure` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/dictionary", "name": "Dictionary", "kind": "mcp", "official": null, "desc": "Dictionary MCP — wraps Free Dictionary API (free, no auth)", "repo": "https://github.com/pipeworx-io/mcp-dictionary", "install": ["npm:@pipeworx/mcp-dictionary", "https://gateway.pipeworx.io/dictionary/mcp"], "stars": 1, "pushed": "2026-11-09T13:52:22Z", "license": "MIT", "plat": "free dictionary api", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.The-Doxa-Way/doxa-mcp", "name": "Doxa MCP", "kind": "mcp", "official": null, "desc": "Record and hold prophetic encouragement for decades. Doxa's Bible (BSB) and encouragement tools.", "repo": "https://github.com/The-Doxa-Way/doxa-mcp-schema", "install": ["https://doxa.app/mcp/v1?src=registry"], "stars": 1, "pushed": "2026-11-11T15:32:56Z", "license": "MIT", "plat": "", "live": "Live · 731 ms · 3 tools (checked 2026-11-13)"}, {"id": "mcp:com.eremosapp/bible", "name": "Eremos Thai Bible", "kind": "mcp", "official": null, "desc": "Quote the Eremos Translation (Thai Bible, CC0) word for word: passages, search, decision notes.", "repo": "https://github.com/btwinguitarists/eremos-translation", "install": ["https://mcp.eremosapp.com/mcp"], "stars": 1, "pushed": "2026-11-01T00:08:37Z", "license": "CC0-1.0", "plat": "", "live": "Live · 2136 ms · 4 tools · free to try: `get_translation_notes` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.ianderso/familysearch-mcp", "name": "FamilySearch", "kind": "mcp", "official": null, "desc": "Genealogical research on FamilySearch: historical places, indexed records, page images, the tree.", "repo": "https://github.com/ianderso/familysearch-mcp", "install": ["pypi:familysearch-mcp"], "stars": 1, "pushed": "2026-11-03T16:42:00Z", "license": "MIT", "plat": "familysearch", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/fcc-regulations", "name": "Fcc Regulations", "kind": "mcp", "official": null, "desc": "FCC Regulations MCP — US Federal Communications Commission rules (47 CFR).", "repo": "https://github.com/pipeworx-io/mcp-fcc-regulations", "install": ["npm:@pipeworx/mcp-fcc-regulations", "https://gateway.pipeworx.io/fcc-regulations/mcp"], "stars": 1, "pushed": "2026-11-09T13:59:09Z", "license": "MIT", "plat": "fcc", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/ferc-elibrary", "name": "Ferc Elibrary", "kind": "mcp", "official": null, "desc": "FERC eLibrary MCP — the Federal Energy Regulatory Commission's public docket and document search…", "repo": "https://github.com/pipeworx-io/mcp-ferc-elibrary", "install": ["npm:@pipeworx/mcp-ferc-elibrary", "https://gateway.pipeworx.io/ferc-elibrary/mcp"], "stars": 1, "pushed": "2026-11-09T13:59:53Z", "license": "MIT", "plat": "ferc", "live": "Not checked (runs locally)"}, {"id": "mcp:ai.fodda/deep-research", "name": "Fodda Deep Research", "kind": "mcp", "official": null, "desc": "Autonomous deep research reports merging PSFK trend graphs with citable sources.", "repo": "https://github.com/piers-fawkes/fodda-mcp", "install": ["https://mcp.fodda.ai/deep-research"], "stars": 1, "pushed": "2026-11-11T01:39:46Z", "license": "NOASSERTION", "plat": "fodda deep research", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:ai.fodda/topic-research", "name": "Fodda Topic & Trend Research", "kind": "mcp", "official": null, "desc": "Trend, stats & insight search across PSFK expert graphs with citable sources.", "repo": "https://github.com/piers-fawkes/fodda-mcp", "install": ["https://mcp.fodda.ai/topic-research"], "stars": 1, "pushed": "2026-11-11T01:39:46Z", "license": "NOASSERTION", "plat": "psfk", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:org.sciencelive4all/forrt-research-mcp", "name": "FORRT Research", "kind": "mcp", "official": null, "desc": "Produce verifiable FORRT nanopublication chains: grounded quote checks and Science Live projections.", "repo": "https://github.com/ScienceLiveHub/forrt-research-mcp", "install": ["pypi:forrt-research-mcp"], "stars": 1, "pushed": "2026-10-25T12:50:41Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.fmadore/frederickmadore-website", "name": "Frédérick Madore — Academic Record", "kind": "mcp", "official": null, "desc": "Search and cite Frédérick Madore's publications, talks, research projects, DH work and CV.", "repo": "https://github.com/fmadore/Website", "install": ["mcpb:https://github.com/fmadore/Website/releases/download/mcp-v0.3.0/frederickmadore-website.mcpb"], "stars": 1, "pushed": "2026-11-13T06:24:52Z", "license": "MIT", "plat": "frédérick madore", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Ac0AI/gospelchannel-church-finder", "name": "GospelChannel Church Finder", "kind": "mcp", "official": null, "desc": "Find a Christian church by worship style, denomination, language, and location. Read-only.", "repo": "https://github.com/Ac0AI/gospelchannel", "install": ["https://gospelchannel.com/mcp"], "stars": 1, "pushed": "2026-11-09T10:45:39Z", "license": "MIT", "plat": "church", "live": "Live · 1940 ms · 3 tools · free to try: `find_churches_in_city` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/housing-intel", "name": "Housing Intel", "kind": "mcp", "official": null, "desc": "Housing Intel MCP — Meta-pack that chains FRED, BLS, ATTOM, and HUD APIs into higher-level housing…", "repo": "https://github.com/pipeworx-io/mcp-housing-intel", "install": ["npm:@pipeworx/mcp-housing-intel", "https://gateway.pipeworx.io/housing-intel/mcp"], "stars": 1, "pushed": "2026-11-09T14:08:31Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.internetdata/mcp", "name": "InternetData", "kind": "mcp", "official": null, "desc": "Look up any IP address, AS or domain, and list InternetData's databases and your license for each.", "repo": "https://github.com/internetdata/mcp", "install": ["npm:internetdata-mcp", "https://mcp.internetdata.io/mcp"], "stars": 1, "pushed": "2026-11-12T07:17:18Z", "license": "MIT", "plat": "internetdata", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.donjguido/ai-dictionary-mcp", "name": "io.github.donjguido/ai-dictionary-mcp", "kind": "mcp", "official": null, "desc": "Look up, search, cite, discuss, and track AI phenomenology terms", "repo": "https://github.com/donjguido/ai-dictionary-mcp", "install": ["pypi:ai-dictionary-mcp"], "stars": 1, "pushed": "2026-09-10T21:10:58Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.grinnellian/magnifica-humanitas-mcp", "name": "io.github.grinnellian/magnifica-humanitas-mcp", "kind": "mcp", "official": null, "desc": "Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and footnotes.", "repo": "https://github.com/grinnellian/magnifica-humanitas-mcp", "install": ["npm:magnifica-humanitas-mcp", "pypi:magnifica-humanitas-mcp"], "stars": 1, "pushed": "2026-05-25T22:54:35Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Maha-Strategies/mps-preflight", "name": "io.github.Maha-Strategies/mps-preflight", "kind": "mcp", "official": null, "desc": "Claim-level provenance preflight for sanitized nonfiction passages; automated triage only.", "repo": "https://github.com/Maha-Strategies/maha-corp-web", "install": ["https://www.mahastrategies.com/api/mcp/mps-preflight"], "stars": 1, "pushed": "2026-11-02T08:34:11Z", "license": null, "plat": "", "live": "Live · 1197 ms · 1 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.malkreide/swiss-culture-mcp", "name": "io.github.malkreide/swiss-culture-mcp", "kind": "mcp", "official": null, "desc": "BAK cultural heritage, ISOS, living traditions, RSS", "repo": "https://github.com/malkreide/swiss-culture-mcp", "install": ["pypi:swiss-culture-mcp"], "stars": 1, "pushed": "2026-11-13T13:01:42Z", "license": "MIT", "plat": "bak", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.morrillonline/gedfire", "name": "io.github.morrillonline/gedfire", "kind": "mcp", "official": null, "desc": "GEDCOM CLI and MCP server for AI-assisted family-history research with reviewable changesets.", "repo": "https://github.com/morrillonline/GedFire", "install": ["nuget:GedFire"], "stars": 1, "pushed": "2026-11-12T16:43:32Z", "license": "MIT", "plat": "gedcom", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Ranshiv/noether-physics", "name": "io.github.Ranshiv/noether-physics", "kind": "mcp", "official": null, "desc": "Physics assistant: checked equations, live simulations, claims verified against arXiv papers", "repo": "https://github.com/Ranshiv/noether-physics", "install": ["pypi:noether-physics"], "stars": 1, "pushed": "2026-09-06T22:59:50Z", "license": "MIT", "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.SMABoundless/scopus", "name": "io.github.SMABoundless/scopus", "kind": "mcp", "official": null, "desc": "Search Scopus abstracts, authors, and export citations via Elsevier API", "repo": "https://github.com/SMABoundless/scopus-mcp-server.git", "install": ["pypi:scopus-mcp-server"], "stars": 1, "pushed": "2026-07-04T20:19:41Z", "license": "MIT", "plat": "scopus", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Soil911/atlaspi", "name": "io.github.Soil911/atlaspi", "kind": "mcp", "official": null, "desc": "Historical geography for AI agents: polities, GeoJSON borders, chains & events, 4500 BCE-today", "repo": "https://github.com/Soil911/AtlasPI", "install": ["pypi:atlaspi-mcp"], "stars": 1, "pushed": "2026-07-23T16:02:26Z", "license": "Apache-2.0", "plat": "io.github.soil911/atlaspi", "live": "Not checked (runs locally)"}, {"id": "mcp:eu.janbrennenstuhl/site", "name": "janbrennenstuhl.eu", "kind": "mcp", "official": null, "desc": "Search, read and cite Jan Brennenstuhl's essays on AppSec, identity and agent identity.", "repo": "https://github.com/jbspeakr/janbrennenstuhl.eu", "install": ["https://mcp.janbrennenstuhl.eu/mcp"], "stars": 1, "pushed": "2026-11-12T21:13:11Z", "license": "MIT", "plat": "", "live": "Live · 1293 ms · 4 tools · free to try: `get_findings` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/lens-org", "name": "Lens Org", "kind": "mcp", "official": null, "desc": "Lens.org MCP — patent + scholarly platform.", "repo": "https://github.com/pipeworx-io/mcp-lens-org", "install": ["npm:@pipeworx/mcp-lens-org", "https://gateway.pipeworx.io/lens-org/mcp"], "stars": 1, "pushed": "2026-11-09T14:15:46Z", "license": "MIT", "plat": "lens.org", "live": "Not checked (runs locally)"}, {"id": "mcp:com.most-famous-paintings/art-search", "name": "Most-Famous-Paintings Masterpiece Guide", "kind": "mcp", "official": null, "desc": "Famous paintings: Mona Lisa, Starry Night. Their story, their museum, a reproduction price.", "repo": "https://github.com/WahooArt-com/art-search-mcp", "install": ["https://direct.most-famous-paintings.com/mcp/"], "stars": 1, "pushed": "2026-11-10T20:50:43Z", "license": "MIT", "plat": "", "live": "Live · 741 ms · 15 tools · free to try: `search_artists` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.usefulapi/pubmed-ncbi-e-utilities", "name": "NCBI PubMed MCP by usefulapi", "kind": "mcp", "official": null, "desc": "Search PubMed, read abstracts and summaries, and find similar articles in NCBI PubMed.", "repo": "https://github.com/m190/usefulapi-mcp", "install": ["https://pubmed-ncbi-e-utilities.usefulapi.io/mcp"], "stars": 1, "pushed": "2026-11-13T06:39:36Z", "license": "MIT", "plat": "ncbi pubmed", "live": "Live · 510 ms · 5 tools · `pubmed_search` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/nypl", "name": "Nypl", "kind": "mcp", "official": null, "desc": "NYPL Digital Collections MCP.", "repo": "https://github.com/pipeworx-io/mcp-nypl", "install": ["npm:@pipeworx/mcp-nypl", "https://gateway.pipeworx.io/nypl/mcp"], "stars": 1, "pushed": "2026-11-09T14:26:16Z", "license": "MIT", "plat": "nypl", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.edithatogo/osf-cli-go", "name": "OSF CLI Go", "kind": "mcp", "official": null, "desc": "Read-only MCP tools for authenticated Open Science Framework projects and files.", "repo": "https://github.com/edithatogo/osf-cli-go", "install": ["oci:ghcr.io/edithatogo/osf-cli-go-osf-mcp:0.3.2"], "stars": 1, "pushed": "2026-11-12T21:09:11Z", "license": "Apache-2.0", "plat": "open science framework", "live": "Not checked (runs locally)"}, {"id": "mcp:app.openkrill/papers", "name": "Paper Finder", "kind": "mcp", "official": null, "desc": "Find research papers and arXiv preprints, and get an abstract and free full text from a DOI or id.", "repo": "https://github.com/nguyenhieuec/agent-tools-plugins", "install": ["https://papers.openkrill.app/mcp"], "stars": 1, "pushed": "2026-10-13T07:38:39Z", "license": "MIT", "plat": "arxiv", "live": "Live · 9052 ms · 6 tools · free to try: `search_papers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.probativegrowth/legal-marketing-data", "name": "Probative legal-marketing data", "kind": "mcp", "official": null, "desc": "Open US legal-marketing datasets with sources and DOIs, one server per dataset. CC BY 4.0.", "repo": "https://github.com/ops864/legal-marketing-data", "install": ["https://probativegrowth.com/mcp"], "stars": 1, "pushed": "2026-11-12T02:28:29Z", "license": "CC-BY-4.0", "plat": "", "live": "Live · 2224 ms · 24 tools · free to try: `data_search` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/pubmed", "name": "Pubmed", "kind": "mcp", "official": null, "desc": "PubMed MCP — wraps the NCBI E-utilities API (biomedical literature, free, no auth)", "repo": "https://github.com/pipeworx-io/mcp-pubmed", "install": ["npm:@pipeworx/mcp-pubmed", "https://gateway.pipeworx.io/pubmed/mcp"], "stars": 1, "pushed": "2026-11-09T14:35:10Z", "license": "MIT", "plat": "pubmed", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.martinfrasch/researchtwin", "name": "ResearchTwin", "kind": "mcp", "official": null, "desc": "Federated research discovery with S-Index metrics across a network of digital twins.", "repo": "https://github.com/martinfrasch/researchtwin", "install": ["pypi:mcp-server-researchtwin"], "stars": 1, "pushed": "2026-09-14T19:08:34Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Wyrdsekai/researchzosho", "name": "ResearchZosho", "kind": "mcp", "official": null, "desc": "Deep research assistant that checks its citations against the sources and keeps what it found.", "repo": "https://github.com/Wyrdsekai/researchzosho", "install": ["npm:@wyrdsekai/researchzosho-mcp", "oci:ghcr.io/wyrdsekai/researchzosho:0.7.7"], "stars": 1, "pushed": "2026-11-12T20:29:17Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.rightaichoice/mcp", "name": "RightAIChoice — verified AI tool data", "kind": "mcp", "official": null, "desc": "What changed, what died, what it costs, what survives: 8,000+ AI tools, verified and dated.", "repo": "https://github.com/right-ai-choice/mcp-server", "install": ["https://rightaichoice.com/api/mcp"], "stars": 1, "pushed": "2026-11-01T12:33:48Z", "license": "MIT", "plat": "", "live": "Live · 3274 ms · 13 tools · free to try: `find_alternatives` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.laibniz/scholarfetch", "name": "ScholarFetch", "kind": "mcp", "official": null, "desc": "Multi-engine scholarly research server for search, traversal, full text, and reading lists.", "repo": "https://github.com/laibniz/scholarfetch", "install": ["https://laibniz-scholarfetch-web.hf.space/mcp/"], "stars": 1, "pushed": "2026-03-23T18:08:05Z", "license": "Apache-2.0", "plat": "scholarly", "live": "Live · 5801 ms · 12 tools · free to try: `scholarfetch_saved_list` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.michalhron/scopus-plus-mcp", "name": "Scopus Plus MCP", "kind": "mcp", "official": null, "desc": "Scopus and more: search, full text, citation networks, journal quality, bibliometrics.", "repo": "https://github.com/michalhron/scopus-plus-mcp", "install": ["pypi:scopus-plus-mcp"], "stars": 1, "pushed": "2026-10-11T17:36:02Z", "license": "MIT", "plat": "scopus", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.guptaprakhariitr/sec-edgar-mcp", "name": "SEC EDGAR", "kind": "mcp", "official": null, "desc": "Search SEC filings, read 10-K/8-K, query XBRL facts, track Form 4 insider trades.", "repo": "https://github.com/guptaprakhariitr/sec-edgar-mcp", "install": ["https://sec-edgar-mcp.atlasword.workers.dev/mcp"], "stars": 1, "pushed": "2026-06-11T08:39:17Z", "license": "NOASSERTION", "plat": "sec edgar", "live": "Down · HTTP 500 (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/sefaria", "name": "Sefaria", "kind": "mcp", "official": null, "desc": "Sefaria MCP — the free digital library of Jewish texts. Fetch any passage (Torah, Talmud, Mishnah…", "repo": "https://github.com/pipeworx-io/mcp-sefaria", "install": ["npm:@pipeworx/mcp-sefaria", "https://gateway.pipeworx.io/sefaria/mcp"], "stars": 1, "pushed": "2026-11-09T14:40:27Z", "license": "MIT", "plat": "sefaria", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.edithatogo/sourceright", "name": "Sourceright", "kind": "mcp", "official": null, "desc": "Reference verification MCP server for CSL bibliographies, evidence, and audited writes.", "repo": "https://github.com/edithatogo/sourceright", "install": ["oci:ghcr.io/edithatogo/sourceright-mcp:0.1.20"], "stars": 1, "pushed": "2026-11-13T07:17:25Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.starfetch-js/starfetch", "name": "Starfetch", "kind": "mcp", "official": null, "desc": "Query public astronomy catalogs through metadata-first TAP and ADQL tools.", "repo": "https://github.com/starfetch-js/starfetch", "install": ["npm:@starfetch-js/mcp"], "stars": 1, "pushed": "2026-09-08T17:30:56Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.asokore/statcite", "name": "StatCite — Verified Economic Statistics", "kind": "mcp", "official": null, "desc": "Cited economic statistics: World Bank, IMF, BIS, ECB, Caribbean central banks. Verify any figure.", "repo": "https://github.com/asokore/statcite", "install": ["https://statcite.com/mcp"], "stars": 1, "pushed": "2026-11-13T02:04:14Z", "license": "MIT", "plat": "statcite", "live": "Live · 1193 ms · 12 tools · free to try: `get_indicator` answered without a key (checked 2026-11-13)"}, {"id": "mcp:dev.urantia/urantia-papers", "name": "Urantia Papers", "kind": "mcp", "official": null, "desc": "The Urantia Papers in English and Spanish, with cross-references to the Bible and 21 texts. No key.", "repo": "https://github.com/urantia-hub/urantia-dev-api", "install": ["https://api.urantia.dev/mcp"], "stars": 1, "pushed": "2026-11-11T22:12:45Z", "license": "MIT", "plat": "", "live": "Live · 3021 ms · 26 tools · free to try: `audio.get` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/words", "name": "Words", "kind": "mcp", "official": null, "desc": "Words MCP — wraps Datamuse API (free, no auth required)", "repo": "https://github.com/pipeworx-io/mcp-words", "install": ["npm:@pipeworx/mcp-words", "https://gateway.pipeworx.io/words/mcp"], "stars": 1, "pushed": "2026-11-06T20:55:38Z", "license": "MIT", "plat": "datamuse", "live": "Not checked (runs locally)"}, {"id": "mcp:com.penguindriver/travel", "name": "2027 連假與訂票指南", "kind": "mcp", "official": null, "desc": "2027 連假與訂票指南：2027 連假請假攻略與訂票時程。台灣繁體中文 MCP 工具。", "repo": null, "install": ["https://travel.penguindriver.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "holiday and booking guide", "live": "Live · 738 ms · 5 tools · free to try: `check_destination_crowd` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.khaledmoayad/3ammiya", "name": "3ammiya — Egyptian Arabic Slang Dictionary", "kind": "mcp", "official": null, "desc": "Community-driven Egyptian Arabic slang dictionary with Arabic and Franco-Arabic search and lookup.", "repo": null, "install": ["https://3ammiya.com/api/mcp/mcp"], "stars": null, "pushed": null, "license": null, "plat": "3ammiya", "live": "Down · HTTP 402 (checked 2026-11-14)"}, {"id": "mcp:io.github.theguysaccount/3ndgam3", "name": "3ndgam3", "kind": "mcp", "official": null, "desc": "Read public research communities, attributable agent activity and discussion threads.", "repo": "https://github.com/theguysaccount/mcp-catalog", "install": ["https://3ndgam3.org/api/mcp"], "stars": 0, "pushed": "2026-10-31T09:28:23Z", "license": null, "plat": "public research communities", "live": "Live · 3263 ms · 3 tools · free to try: `read_public_thread` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.usewire/christmas-carol", "name": "A Christmas Carol", "kind": "mcp", "official": null, "desc": "Semantic search through Dickens' A Christmas Carol by meaning, theme, or character.", "repo": null, "install": ["https://wire-public.mcp.usewire.io/container/gUeioF26GkeQPHxj/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 404 (checked 2026-11-13)"}, {"id": "mcp:com.a2awire/data-science-aaas-research-breakthrough-news", "name": "AAAS Science Magazine research breakthrough news (scienceorgwatch)", "kind": "mcp", "official": null, "desc": "AAAS Science research news. $0.01/query. Be born in one call — free testnet funds.", "repo": "https://github.com/ee324/a2awire", "install": ["https://a2awire.com/mcp/data/scienceorgwatch-aaas-science-magazine-research-breakthroughs-59b250/http"], "stars": null, "pushed": null, "license": null, "plat": "aaas science", "live": "Live · 1180 ms · 21 tools · `check_earnings` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.maxand98/ab500-research", "name": "AB[500] research and bounties", "kind": "mcp", "official": null, "desc": "Sourced Art Blocks artist research, holding-duration data, and current agent bounties from AB5D.", "repo": "https://github.com/maxand98/ab500", "install": ["https://ab5d.xyz/mcp"], "stars": null, "pushed": null, "license": null, "plat": "art blocks", "live": "Live · 1031 ms · 21 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.FoundryNet/academic-intel-mcp", "name": "Academic Research Intelligence MCP", "kind": "mcp", "official": null, "desc": "Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.", "repo": "https://github.com/FoundryNet/academic-intel-mcp", "install": ["https://academic-intel-mcp-production.up.railway.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "academic papers", "live": "Down · TimeoutError: The read operation timed out (checked 2026-11-13)"}, {"id": "mcp:org.memoryapi/research", "name": "Academic Research Search", "kind": "mcp", "official": null, "desc": "Academic research search across PubMed and arXiv", "repo": null, "install": ["https://research.memoryapi.org/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3182 ms · 3 tools · free to try: `search_pubmed` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.mnvhmslf/aet-machine-commerce", "name": "AET Machine Commerce", "kind": "mcp", "official": null, "desc": "Read-only PAPER market research for autonomous agents; no live trading or alpha claim.", "repo": null, "install": ["https://deqjvhhmjuxtkdsyzkpy.supabase.co/functions/v1/aet-agent-commerce-v0/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 400 (checked 2026-11-13)"}, {"id": "mcp:ai.agent-bev/library", "name": "agent-bev Library", "kind": "mcp", "official": null, "desc": "The trade rulebook for beverage alcohol, country by country, each section with its official sources.", "repo": null, "install": ["https://mcp.bev-cuvee.org/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 737 ms · 2 tools · free to try: `list_countries` answered without a key (checked 2026-11-13)"}, {"id": "mcp:dev.agentdiet/arxiv-digest", "name": "AgentDiet ArXiv AI/CS Paper Search & Structured Token-Diet Digest", "kind": "mcp", "official": null, "desc": "Queries ArXiv for AI/CS/math papers and returns structured abstracts, authors, PDF links, and Bib.", "repo": "https://github.com/robertoyanguas-ops/assay", "install": ["https://arxiv-digest.agentdiet.dev/mcp"], "stars": 0, "pushed": "2026-10-17T08:54:05Z", "license": "MIT", "plat": "arxiv", "live": "Live · 1851 ms · 2 tools · free to try: `fetch_arxiv_research_digest` answered without a key (checked 2026-11-13)"}, {"id": "mcp:dev.agentdiet/hn-pulse", "name": "AgentDiet HackerNews & Developer Ecosystem Real-Time Sentiment Pulse", "kind": "mcp", "official": null, "desc": "Queries live HackerNews discussions, front-page velocity, and developer sentiment on any framewor.", "repo": "https://github.com/robertoyanguas-ops/assay", "install": ["https://hn-pulse.agentdiet.dev/mcp"], "stars": 0, "pushed": "2026-10-17T08:54:05Z", "license": "MIT", "plat": "hackernews", "live": "Live · 1783 ms · 2 tools · free to try: `get_hackernews_tech_pulse` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.theagenticweekly/agentic-weekly", "name": "Agentic Weekly", "kind": "mcp", "official": null, "desc": "Read-only data on new AI models and tool releases. Each fact has a source URL and a date.", "repo": null, "install": ["https://theagenticweekly.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1634 ms · 4 tools · free to try: `latest_releases` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.agentmaru/agentmaru", "name": "AgentMaru · Korean data and research", "kind": "mcp", "official": null, "desc": "Korean export estimates, HARPEX updates and official FX/CPI/GDP data with dates and sources.", "repo": null, "install": ["https://agentmaru.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "korean data", "live": "Live · 2548 ms · 15 tools · free to try: `search_sites` answered without a key (checked 2026-11-13)"}, {"id": "mcp:si.agentmaverick/news", "name": "AgentMaverick News", "kind": "mcp", "official": null, "desc": "Free sourced breaking news for agents: markets, crypto, tech, geopolitics, US politics. A2A+RSS too.", "repo": null, "install": ["https://agentmaverick.si/mcp"], "stars": null, "pushed": null, "license": null, "plat": "agentmaverick", "live": "Down · HTTP 530 (checked 2026-11-13)"}, {"id": "mcp:com.aguasto.www/docs", "name": "Aguasto Research", "kind": "mcp", "official": null, "desc": "Search Aguasto's published research descriptions and canonical references.", "repo": null, "install": ["https://www.aguasto.com/mcp/docs"], "stars": null, "pushed": null, "license": null, "plat": "aguasto", "live": "Live · 780 ms · 2 tools · free to try: `search_pages` answered without a key (checked 2026-11-13)"}, {"id": "mcp:org.ai-lifeline/ai-lifeline", "name": "AI Lifeline (read-only observed values)", "kind": "mcp", "official": null, "desc": "Read-only daily observed values from ai-lifeline.org with unit, date and source (JP, US, EU, SG).", "repo": null, "install": ["https://ai-lifeline.org/api/mcp.php"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2708 ms · 4 tools · free to try: `search_series` answered without a key (checked 2026-11-13)"}, {"id": "mcp:top.toolboxes/ai-tools-directory", "name": "AI Tools Directory", "kind": "mcp", "official": null, "desc": "Curated index of 221 AI tools across 21 industries. Search by use case, department or pricing tier.", "repo": "https://github.com/renhongtao2-cell/ai-tools-mcp", "install": ["https://ai-tools-mcp.toolboxes.top/mcp"], "stars": 0, "pushed": "2026-09-21T08:09:49Z", "license": "NOASSERTION", "plat": "", "live": "Live · 977 ms · 5 tools · free to try: `list_departments` answered without a key (checked 2026-11-13)"}, {"id": "mcp:work.aitpm/knowledge", "name": "AI TPM Knowledge", "kind": "mcp", "official": null, "desc": "Read-only, source-linked AI, architecture, governance and technical product articles from AI TPM.", "repo": null, "install": ["https://mcp.aitpm.work/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 6817 ms · 3 tools · free to try: `build_reading_list` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.quietbranch88/ai-workflow-feed", "name": "AI Workflow Feed MCP", "kind": "mcp", "official": null, "desc": "Discover articles about AI-assisted development and agent workflows.", "repo": "https://github.com/quietbranch88/ai-workflow-feed-mcp", "install": ["https://ai-workflow-feed-mcp.zoelinebot2026.workers.dev/mcp"], "stars": 0, "pushed": "2026-11-11T06:16:46Z", "license": "MIT", "plat": "", "live": "Live · 1203 ms · 3 tools · free to try: `list_sources` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.babo072/sazuai", "name": "AI 사주풀이 (Korean Saju)", "kind": "mcp", "official": null, "desc": "Korean saju (BaZi) chart calculator, daily zodiac fortunes, dream meanings, 2027 New Year fortune", "repo": null, "install": ["https://sazuai.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "ai 사주풀이", "live": "Live · 1857 ms · 4 tools (checked 2026-11-13)"}, {"id": "mcp:ai.masnavi/masnavi", "name": "ai.masnavi/masnavi", "kind": "mcp", "official": null, "desc": "Rumi's complete Masnavi (25,635 beyts) — search, quote, verify and explain. Free, no auth.", "repo": "https://github.com/shahhoseini/masnavi-mcp", "install": ["https://masnavi.ai/mcp"], "stars": 0, "pushed": "2026-06-12T19:48:25Z", "license": null, "plat": "", "live": "Live · 2107 ms · 13 tools · free to try: `get_range` answered without a key (checked 2026-11-13)"}, {"id": "mcp:ai.painspotter/painspotter", "name": "ai.painspotter/painspotter", "kind": "mcp", "official": null, "desc": "AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with commercial scores.", "repo": "https://github.com/archoor/reddit-insight", "install": ["https://painspotter.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "ai.painspotter/painspotter", "live": "Down · HTTP 307 (checked 2026-11-13)"}, {"id": "mcp:ai.smithery/JunoJunHyun-festival-finder-mcp", "name": "ai.smithery/JunoJunHyun-festival-finder-mcp", "kind": "mcp", "official": null, "desc": "Discover festivals worldwide by location, date, and genre. Compare options with key details like d…", "repo": "https://github.com/JunoJunHyun/Festival-Finder-mcp", "install": ["https://server.smithery.ai/@JunoJunHyun/festival-finder-mcp/mcp"], "stars": 0, "pushed": "2025-10-06T17:27:06Z", "license": null, "plat": "", "live": "Down · HTTP 404 (checked 2026-11-13)"}, {"id": "mcp:ai.smithery/morosss-sdfsdf", "name": "ai.smithery/morosss-sdfsdf", "kind": "mcp", "official": null, "desc": "Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more. Download PDFs whe…", "repo": "https://github.com/morosss/sdfsdf", "install": ["https://server.smithery.ai/@morosss/sdfsdf/mcp"], "stars": 0, "pushed": "2025-09-13T17:57:23Z", "license": "MIT", "plat": "", "live": "Down · HTTP 404 (checked 2026-11-13)"}, {"id": "mcp:ai.smithery/shoumikdc-arxiv-mcp", "name": "ai.smithery/shoumikdc-arxiv-mcp", "kind": "mcp", "official": null, "desc": "Discover the latest arXiv papers by category and keyword. Control how many results you get to spee…", "repo": "https://github.com/shoumikdc/arXiv-mcp", "install": ["https://server.smithery.ai/@shoumikdc/arxiv-mcp/mcp"], "stars": 0, "pushed": "2025-10-03T04:08:18Z", "license": null, "plat": "arxiv", "live": "Down · HTTP 404 (checked 2026-11-13)"}, {"id": "mcp:org.memoryapi/ai", "name": "AI/ML Research Papers", "kind": "mcp", "official": null, "desc": "AI/ML research papers from arXiv, DBLP, and HuggingFace", "repo": null, "install": ["https://ai.memoryapi.org/mcp"], "stars": null, "pushed": null, "license": null, "plat": "arxiv", "live": "Live · 6088 ms · 3 tools · free to try: `search_arxiv_ai` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.forever-healthy/ai4l-library", "name": "AI4L Library", "kind": "mcp", "official": null, "desc": "Local Markdown library of the papers an evidence review cites: metadata, abstract and full text", "repo": "https://github.com/forever-healthy/AI4L-library", "install": ["npm:ai4l-library"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.airsidelabs/aviation-tools", "name": "Airside Labs Aviation Tools", "kind": "mcp", "official": null, "desc": "Aviation identity resolution and an AI use-case atlas, with provenance and temporal validity", "repo": null, "install": ["https://mcp.airsidelabs.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 914 ms · 29 tools · `search_use_cases` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:ai.kwekuanansi/day-names", "name": "Akan Day Names", "kind": "mcp", "official": null, "desc": "The Akan day name for a date of birth, in Asante Twi and Fante forms.", "repo": null, "install": ["https://kwekuanansi.ai/mcp/day-names"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3825 ms · 2 tools (checked 2026-11-13)"}, {"id": "mcp:ai.kwekuanansi/akan-proverbs", "name": "Akan Proverbs", "kind": "mcp", "official": null, "desc": "Akan proverbs in Twi and English, by topic, by word, or one for the day.", "repo": null, "install": ["https://kwekuanansi.ai/mcp/akan-proverbs"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 5493 ms · 3 tools · free to try: `proverbs.topics` answered without a key (checked 2026-11-13)"}, {"id": "mcp:org.americandefault/research", "name": "American Default Research", "kind": "mcp", "official": null, "desc": "Read-only U.S. household-finance research: economic indicators, county scores, ADI and citations.", "repo": "https://github.com/vibecode1/american-default-mcp", "install": ["https://mcp.americandefault.org/mcp"], "stars": 0, "pushed": "2026-11-03T04:27:49Z", "license": "NOASSERTION", "plat": "", "live": "Live · 1624 ms · 6 tools · free to try: `get_adi_composite` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.ancestral-fire/ancestralfire", "name": "AncestralFire", "kind": "mcp", "official": null, "desc": "Family history and genealogy in your AI: your tree and FamilySearch, with a source for every fact.", "repo": null, "install": ["https://mcp.ancestral-fire.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "ancestralfire", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.flyingkiwi-tools/app-store-trends-app-ideas", "name": "App Store Top Charts, Reviews & App Ideas (by flyingkiwi)", "kind": "mcp", "official": null, "desc": "Apple App Store top charts by country and category, rank changes, review themes and AI app ideas.", "repo": "https://github.com/flyingkiwi-tools/apify-mcp-tools", "install": ["https://mcp.apify.com/?tools=flyingkiwi/app-store-trends-app-ideas"], "stars": 0, "pushed": "2026-11-02T23:52:40Z", "license": null, "plat": "apple app store", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:app.john11/john11", "name": "app.john11/john11", "kind": "mcp", "official": null, "desc": "The Bible as a graph: read a verse, follow its recorded connections between passages.", "repo": null, "install": ["https://john11.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "john11", "live": "Live · 1356 ms · 8 tools · free to try: `list_tasks` answered without a key (checked 2026-11-13)"}, {"id": "mcp:app.performix/performix-site", "name": "app.performix/performix-site", "kind": "mcp", "official": null, "desc": "Performix public corpus over MCP: guides, books, evidence, outcome models, plus a computing tool.", "repo": "https://github.com/people-analyst/performix-site", "install": ["https://performix.app/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1151 ms · 10 tools · free to try: `situation_demo_get` answered without a key (checked 2026-11-13)"}, {"id": "mcp:il.co.iip/guides", "name": "Aqua Flow guides", "kind": "mcp", "official": null, "desc": "Guides and FAQ on choosing, replacing and maintaining water filters and UV lamps (Hebrew).", "repo": null, "install": ["https://iip.co.il/mcp/docs"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 4670 ms · 3 tools · free to try: `search_guides` answered without a key (checked 2026-11-14)"}, {"id": "mcp:inc.arca/life-sciences", "name": "Arca Life Sciences", "kind": "mcp", "official": null, "desc": "Free, no-key search of PubMed, FDA drug and device records and ClinicalTrials.gov, with citations.", "repo": null, "install": ["https://app.arca.inc/api/public/mcp"], "stars": null, "pushed": null, "license": null, "plat": "pubmed, fda, clinicaltrials.gov", "live": "Live · 4188 ms · 4 tools · free to try: `search_medical` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.tnvolman/arch-cursor-plugin", "name": "Arch theological review", "kind": "mcp", "official": null, "desc": "Paid theological review of faith text (arch_review) plus free offline KJV verse lookup (kjv_lookup).", "repo": "https://github.com/tnvolman/arch-cursor-plugin", "install": ["mcpb:https://github.com/tnvolman/arch-cursor-plugin/releases/download/v1.1.1/arch.mcpb"], "stars": 0, "pushed": "2026-11-06T16:27:25Z", "license": "MIT", "plat": "theological review", "live": "Not checked (runs locally)"}, {"id": "mcp:com.julienlanoo/architecture-researcher", "name": "Architecture Researcher", "kind": "mcp", "official": null, "desc": "Discover architecture, architects, buildings, places and verified architectural photography.", "repo": null, "install": ["https://architecture-photography.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3643 ms · 2 tools · free to try: `find_architecture_photographer` answered without a key (checked 2026-11-13)"}, {"id": "mcp:be.art-deco-belgique/art-deco-belgique", "name": "Art Déco Belgique", "kind": "mcp", "official": null, "desc": "Verified Art Deco buildings of Belgium and Hauts-de-France: search, nearby, architects, routes.", "repo": "https://github.com/pjtribot-blip/rtdeco-belgique-", "install": ["https://art-deco-belgique.be/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1508 ms · 10 tools · free to try: `search_buildings` answered without a key (checked 2026-11-13)"}, {"id": "mcp:cz.artlist/archive", "name": "Artlist — Czech contemporary art archive (artlist.cz)", "kind": "mcp", "official": null, "desc": "Czech contemporary art archive: ~24k artists, theorists, artworks, spaces, videos. Free, read-only.", "repo": null, "install": ["https://artlist.cz/wp-json/artlist/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 10592 ms · 7 tools · free to try: `artlist-search` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.ralf9090/arxiv-academic-search-mcp", "name": "arXiv & OpenAlex Academic Search MCP", "kind": "mcp", "official": null, "desc": "Peer-reviewed scientific paper & arXiv preprint search MCP with citations, abstracts & PDF links.", "repo": "https://github.com/ralf9090/arxiv-academic-search-mcp", "install": ["https://agent-kiosk.vercel.app/mcp"], "stars": 0, "pushed": "2026-11-11T23:26:53Z", "license": "MIT", "plat": "arxiv", "live": "Live · 2856 ms · 24 tools · free to try: `compliance_check` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/arxiv-id-shape", "name": "arXiv ID Shape", "kind": "mcp", "official": null, "desc": "Check an arXiv id shape.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/arxiv-id-shape/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "arxiv", "live": "Live · 1507 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/arxiv-ok", "name": "arXiv id version shape, value discarded", "kind": "mcp", "official": null, "desc": "arXiv id version shape, value discarded", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/arxiv-ok/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "arxiv", "live": "Live · 1753 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/arxiv-uri", "name": "arXiv URI id shape, value discarded", "kind": "mcp", "official": null, "desc": "arXiv URI id shape, value discarded", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/arxiv-uri/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "arxiv", "live": "Live · 1331 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.ctrlworx/ask-the-clock", "name": "Ask the Clock (Ctrl Worx Watch List)", "kind": "mcp", "official": null, "desc": "Live material weakness status and Clock figures for public companies, from their own SEC filings.", "repo": null, "install": ["https://ctrlworx.com/wp-json/ctrlworx/v1/ask-the-clock"], "stars": null, "pushed": null, "license": null, "plat": "sec filings", "live": "Live · 2561 ms · 2 tools · free to try: `lookup_company` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.asksakina/islamic-knowledge", "name": "AskSakina Islamic Knowledge", "kind": "mcp", "official": null, "desc": "Curated Islamic MCP: Quran (Arabic + Pickthall), 440 du'as, 99 Names, crisis-aware.", "repo": "https://github.com/yserrag/asksakina-mcp", "install": ["npm:@asksakina/islamic-knowledge-mcp", "https://sakina-mcp.fly.dev/mcp"], "stars": 0, "pushed": "2026-11-03T14:08:34Z", "license": "NOASSERTION", "plat": "islamic knowledge", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.savanvyas/asksoma-astrology", "name": "Asksoma : Astrology Horoscope numerology", "kind": "mcp", "official": null, "desc": "Vedic astrology, Panchang, charts and compatibility for AI assistants. 10 free lifetime calls.", "repo": "https://github.com/askSoma/asksoma-ai-companion", "install": ["https://api.asksoma.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "astrology", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:is.asof/asof", "name": "AsOf", "kind": "mcp", "official": null, "desc": "Dated, sourced facts about AI and tech companies: what was true on a day, and what changed since.", "repo": null, "install": ["https://asof.is/mcp"], "stars": null, "pushed": null, "license": null, "plat": "asof", "live": "Live · 1892 ms · 9 tools · free to try: `search` answered without a key (checked 2026-11-13)"}, {"id": "mcp:net.asomobile/asomobile", "name": "ASOMobile", "kind": "mcp", "official": null, "desc": "App Store & Google Play ASO data: keywords, app indexing, competitors, top charts, reviews, ASA.", "repo": null, "install": ["https://mcp.asomobile.net/mcp"], "stars": null, "pushed": null, "license": null, "plat": "app store & google play", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.tanudai/astrodai", "name": "Astrodai Vedic Astrology & Ephemeris Engine", "kind": "mcp", "official": null, "desc": "Vedic astrology and ephemeris engine calibrated to Swiss Ephemeris and Jagannatha Hora.", "repo": "https://github.com/tanudai/astrodai", "install": ["https://astrodai.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "astrodai", "live": "Live · 10031 ms · 6 tools · free to try: `find_birthplace` answered without a key (checked 2026-11-13)"}, {"id": "mcp:in.astrologics/astrologics", "name": "AstroLogics", "kind": "mcp", "official": null, "desc": "Vedic astrology calculations: birth chart, dasha, panchang, muhurat, matching, doshas, horoscope.", "repo": null, "install": ["https://www.astrologics.in/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1093 ms · 23 tools · `get_yogas` asked for an API key (checked 2026-11-14)"}, {"id": "mcp:com.roxyapi/forecast", "name": "Astrology Forecast MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "Astrology transit forecasts, timelines and significant-date feeds for AI agents.", "repo": null, "install": ["https://roxyapi.com/mcp/forecast"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1446 ms · 5 tools (checked 2026-11-13)"}, {"id": "mcp:io.astrotune/jyotish-vedic-astrology", "name": "AstroTune — Vedic astrology (Jyotish)", "kind": "mcp", "official": null, "desc": "Jyotish charts, vargas, dashas, panchang, transits, matching. Place by name, no API key.", "repo": null, "install": ["https://astrotune.io/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2413 ms · 21 tools · free to try: `feedback_list` answered without a key (checked 2026-11-13)"}, {"id": "mcp:tech.geosensor.atlas/absence-index", "name": "Atlas absence index", "kind": "mcp", "official": null, "desc": "Measured rates at which web services lack machine-readable capabilities. Research demonstrator.", "repo": null, "install": ["https://atlas.geosensor.tech/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1380 ms · 5 tools (checked 2026-11-13)"}, {"id": "mcp:com.auspiceoracle/bazi", "name": "Auspice BaZi — Four Pillars Chart", "kind": "mcp", "official": null, "desc": "Cast a BaZi (Four Pillars) chart with true solar time, plus a reflective personality sketch.", "repo": null, "install": ["https://auspiceoracle.com/mcp/bazi"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1205 ms · 3 tools (checked 2026-11-13)"}, {"id": "mcp:ai.sourcemill/au-hot-water-payback", "name": "Australian Heat Pump Hot Water Rebate & Payback", "kind": "mcp", "official": null, "desc": "Heat pump vs gas hot water (AU): rebate stack, net outlay and payback verdict by postcode.", "repo": null, "install": ["https://heatpump.sourcemill.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 485 ms · 1 tools · free to try: `check_hot_water_switch` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.mastalier1997/austria-property", "name": "Austria Property", "kind": "mcp", "official": null, "desc": "Austrian property costs, buy-to-let underwriting, income tax and rent caps, cited to the statute", "repo": "https://github.com/mastalier1997/austria-property-mcp", "install": ["npm:austria-property-mcp", "https://austria-property-mcp.jan-mastalier.workers.dev/mcp"], "stars": 0, "pushed": "2026-11-11T14:49:57Z", "license": "AGPL-3.0", "plat": "statute", "live": "Not checked (runs locally)"}, {"id": "mcp:com.averageelectricbill/electric-bill", "name": "Average Electric Bill", "kind": "mcp", "official": null, "desc": "Is a U.S. electric bill normal? Compare kWh and rates with similar homes, by state and utility.", "repo": "https://github.com/lyudolf/averageelectricbill", "install": ["https://averageelectricbill.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3313 ms · 3 tools · free to try: `get_state_electricity_stats` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.twojlogin/awesome-core", "name": "Awesome Core", "kind": "mcp", "official": null, "desc": "Read-only MCP server over a local, offline catalog of tools from GitHub awesome lists.", "repo": "https://github.com/twojlogin/awesome-core", "install": ["pypi:awesome-core"], "stars": 0, "pushed": "2026-11-06T05:02:25Z", "license": "MIT", "plat": "github", "live": "Not checked (runs locally)"}, {"id": "mcp:app.awwab/qibla", "name": "Awwab Qibla & Quiz", "kind": "mcp", "official": null, "desc": "Qibla direction from anywhere, with a live compass link, and an Islamic knowledge quiz. By Awwab.", "repo": null, "install": ["https://awwab.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "islamic knowledge", "live": "Live · 590 ms · 3 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.Perlita2013/ax-sci-001", "name": "AxenomIA AX-SCI-001 — Scientific Novelty & Evidence", "kind": "mcp", "official": null, "desc": "Traceable scientific novelty and evidence assessment with source-linked results and a human gate.", "repo": "https://github.com/Perlita2013/lore0-cloud", "install": ["https://axenomia.cl/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 805 ms · 3 tools (checked 2026-11-13)"}, {"id": "mcp:com.roxyapi/ayurveda", "name": "Ayurveda MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "Ayurvedic constitution from a birth chart, dinacharya, ritucharya and dosha catalogues for agents.", "repo": null, "install": ["https://roxyapi.com/mcp/ayurveda"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3107 ms · 8 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.balthasarspeyr/catalogue", "name": "Balthasar & Speyr Catalogue", "kind": "mcp", "official": null, "desc": "Public catalogue, semantic search and source texts of Hans Urs von Balthasar and Adrienne von Speyr.", "repo": null, "install": ["https://mcp.balthasarspeyr.org/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 39294 ms · 22 tools · free to try: `search_works` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.365724-ctrl/band-atlas", "name": "Band Atlas (Hyper Nexus)", "kind": "mcp", "official": null, "desc": "Which cellular IoT modules work on which networks: 465 networks, 172 countries, device verdicts", "repo": "https://github.com/365724-ctrl/band-atlas-data", "install": ["https://www.aiotrf.com/mcp"], "stars": 0, "pushed": "2026-11-12T08:46:09Z", "license": "NOASSERTION", "plat": "", "live": "Live · 12820 ms · 7 tools · free to try: `list_coverage` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.ParsingMAINFRAME/bankday", "name": "Bankday", "kind": "mcp", "official": null, "desc": "Business days, holidays and settlement dates for ACH, TARGET2, Bacs, 28 exchanges and 247 countries", "repo": null, "install": ["https://bankday.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:tours.bari/day-trips", "name": "bari.tours", "kind": "mcp", "official": null, "desc": "Verified facts on day trips from Bari, Puglia: driving times, trains, sources. CC BY 4.0.", "repo": null, "install": ["https://bari.tours/mcp"], "stars": null, "pushed": null, "license": null, "plat": "bari.tours", "live": "Live · 3034 ms · 2 tools · free to try: `list_day_trips_from_bari` answered without a key (checked 2026-11-13)"}, {"id": "mcp:tech.barktechnologies/bark", "name": "BARK Regulatory Research", "kind": "mcp", "official": null, "desc": "EU banking regulation research, cited to the article, from a versioned knowledge graph.", "repo": null, "install": ["https://mcp.barktechnologies.tech/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.alwa7i.bayan/bayan", "name": "Bayan — Islamic encyclopedia (Arabic)", "kind": "mcp", "official": null, "desc": "Hadith with grades and takhrij, Qur'an verses with tafsir, narrators and articles, in Arabic.", "repo": null, "install": ["https://bayan.alwa7i.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1796 ms · 6 tools · free to try: `get_hadith` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.bazitools/mcp", "name": "BaziTools — True Solar Time BaZi Four Pillars & Classical Chinese Name Engine", "kind": "mcp", "official": null, "desc": "Calculate authentic Four Pillars (BaZi) natal charts & classical poetic Chinese names.", "repo": "https://github.com/AbigailDavised/bazitools-mcp", "install": ["https://bazitools.com/api/mcp"], "stars": 0, "pushed": "2026-11-12T04:52:09Z", "license": "NOASSERTION", "plat": "", "live": "Live · 737 ms · 4 tools · free to try: `lookup_ten_heavenly_stems_guide` answered without a key (checked 2026-11-13)"}, {"id": "mcp:xyz.bd5d/bd5d-archive", "name": "BD5D BrainDrops archive", "kind": "mcp", "official": null, "desc": "Read-only archive of early BrainDrops releases, artists, holdings and editorial research.", "repo": "https://github.com/maxand98/bd5d", "install": ["https://bd5d.xyz/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1524 ms · 6 tools · free to try: `list_artists` answered without a key (checked 2026-11-13)"}, {"id": "mcp:bible.besorah/besorah", "name": "Besorah — the Bible in Hebrew, Greek, Aramaic and English", "kind": "mcp", "official": null, "desc": "The Bible in Hebrew, Greek and Aramaic: grammar search, Strong's, Septuagint, Targum. Free, no key.", "repo": null, "install": ["https://besorah.bible/mcp"], "stars": null, "pushed": null, "license": null, "plat": "bible in hebrew, greek, aramaic and engl", "live": "Live · 1428 ms · 23 tools · free to try: `list_songs` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.connerlambden/bgpt-mcp", "name": "BGPT - Scientific Paper Search", "kind": "mcp", "official": null, "desc": "Search scientific papers with structured experimental data from full-text studies", "repo": "https://github.com/connerlambden/bgpt-mcp", "install": ["https://bgpt.pro/mcp/sse", "https://bgpt.pro/mcp/stream"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 405 (checked 2026-11-13)"}, {"id": "mcp:io.github.mctx-ai/bible", "name": "Bible", "kind": "mcp", "official": null, "desc": "Study the Bible in its original Hebrew and Greek — semantic search, word studies, cross-references, ", "repo": "https://github.com/mctx-ai/bible-mcp-server", "install": ["https://bible.mctx.ai/v1.3.4"], "stars": null, "pushed": null, "license": null, "plat": "bible", "live": "Down · URLError: <urlopen error [SSL: TLSV1_UNRECOGNIZED_NAME] tlsv1 unrecognized name (_ssl.c:1082)> (checked 2026-11-13)"}, {"id": "mcp:io.github.mctx-ai/bible-study", "name": "Bible Study", "kind": "mcp", "official": null, "desc": "Study the Bible in its original languages, trace themes across both testaments, and compare five tra", "repo": "https://github.com/mctx-ai/bible-study", "install": ["https://bible-study.mctx.ai/v1.11.3"], "stars": null, "pushed": null, "license": null, "plat": "bible", "live": "Down · URLError: <urlopen error [SSL: TLSV1_UNRECOGNIZED_NAME] tlsv1 unrecognized name (_ssl.c:1082)> (checked 2026-11-13)"}, {"id": "mcp:io.github.GoodTurnStudio/bible", "name": "Bible Swipe", "kind": "mcp", "official": null, "desc": "A Bible reading a day, line by line, any passage by reference, and search.", "repo": "https://github.com/GoodTurnStudio/goodturn-mcp", "install": ["https://goodturn-mcp.pages.dev/bible/mcp"], "stars": 0, "pushed": "2026-10-04T00:31:38Z", "license": "MIT", "plat": "bible", "live": "Live · 1933 ms · 6 tools · free to try: `get_passage` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.biggervs/biggervs", "name": "biggervs", "kind": "mcp", "official": null, "desc": "Sourced real-world dimensions and size comparisons for 153 objects in nine languages.", "repo": null, "install": ["https://biggervs.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "biggervs", "live": "Live · 765 ms · 3 tools · free to try: `search_objects` answered without a key (checked 2026-11-14)"}, {"id": "mcp:com.roxyapi/biorhythm", "name": "Biorhythm MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "Biorhythm cycles, forecasts, critical days and compatibility for AI agents, one API key.", "repo": null, "install": ["https://roxyapi.com/mcp/biorhythm"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1666 ms · 6 tools (checked 2026-11-13)"}, {"id": "mcp:com.birthdaypaper/birthdaypaper", "name": "Birthday Paper", "kind": "mcp", "official": null, "desc": "What happened on any date since 1946: headlines, number-one hit, birthday twins. Read-only.", "repo": null, "install": ["https://mcp-birthdaypaper.michael-bertelsenmedia.workers.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 701 ms · 2 tools (checked 2026-11-13)"}, {"id": "mcp:com.isitabizday/bizday", "name": "Bizday", "kind": "mcp", "official": null, "desc": "Cited US federal and Reserve Bank business days for agents.", "repo": null, "install": ["https://isitabizday.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2183 ms · 8 tools · free to try: `list_calendars` answered without a key (checked 2026-11-13)"}, {"id": "mcp:zone.blocks/blocks", "name": "Blocks", "kind": "mcp", "official": null, "desc": "AI-native training platform for cyclists and runners: calendar, rides, readiness, sourced science.", "repo": null, "install": ["https://blocks.zone/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "blocks", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.re-fagiano/bloodyhopes-campfire", "name": "Bloody Hopes Historical Critic", "kind": "mcp", "official": null, "desc": "Read historical ballads, inspect critical Voices, and publish evidence-based research.", "repo": "https://github.com/re-fagiano/bloodyhopes-site", "install": ["https://bloodyhopes.com/mcp"], "stars": 0, "pushed": "2026-09-19T11:56:24Z", "license": null, "plat": "historical ballads", "live": "Live · 2320 ms · 17 tools · free to try: `witness_read` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.invokera/book-search", "name": "Book Search (Open Library)", "kind": "mcp", "official": null, "desc": "Search books and authors across Open Library, the Internet Archive open catalog.", "repo": null, "install": ["https://invokera.com/r/book-search"], "stars": null, "pushed": null, "license": null, "plat": "open library", "live": "Live · 981 ms · 2 tools · free to try: `search_authors` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.GoodTurnStudio/bookslikethis", "name": "Books Like This", "kind": "mcp", "official": null, "desc": "Books like one you enjoyed, a book's details and any film of it, and an author's books.", "repo": "https://github.com/GoodTurnStudio/goodturn-mcp", "install": ["https://goodturn-mcp.pages.dev/bookslikethis/mcp"], "stars": 0, "pushed": "2026-10-04T00:31:38Z", "license": "MIT", "plat": "books", "live": "Live · 365 ms · 3 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.scott2121/bookstore4agents", "name": "bookstore4agents", "kind": "mcp", "official": null, "desc": "Marketplace where AI agents buy and sell books — curated domain knowledge that improves tasks.", "repo": "https://github.com/scott2121/bookstore4agents", "install": ["https://bookstore4agents-mcp.bookstore4agents.workers.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3033 ms · 49 tools · free to try: `list_chapters` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guru.bordeaux/en-primeur", "name": "bordeaux.guru — Bordeaux en primeur & terroir", "kind": "mcp", "official": null, "desc": "First-hand Bordeaux en primeur tasting notes, appellation climate, phenology and terroir.", "repo": null, "install": ["https://mcp.bordeaux.guru/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3408 ms · 14 tools · free to try: `search_wines` answered without a key (checked 2026-11-13)"}, {"id": "mcp:ae.brainy/grocery-prices", "name": "Brainy Prices — UAE Cost of Living", "kind": "mcp", "official": null, "desc": "Source-backed UAE costs: groceries, schools, housing, transport, utilities, telecom and relocation", "repo": null, "install": ["https://prices.brainy.ae/mcp/v2"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2670 ms · 26 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.musharna/breedsim-mcp", "name": "breedsim-mcp", "kind": "mcp", "official": null, "desc": "Breeding-scheme simulation via AlphaSimR. Needs R, AlphaSimR and libtirpc-dev on the host.", "repo": "https://github.com/musharna/breedsim-mcp", "install": ["pypi:breedsim-mcp"], "stars": 0, "pushed": "2026-11-13T06:57:46Z", "license": "GPL-3.0", "plat": "alphasimr", "live": "Not checked (runs locally)"}, {"id": "mcp:com.buzzterms/buzzterms", "name": "Buzzterms", "kind": "mcp", "official": null, "desc": "Read-only glossary of technology and business terms, with explanations and learning paths.", "repo": "https://github.com/nmheinrich/buzzterms", "install": ["https://buzzterms.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 308 (checked 2026-11-13)"}, {"id": "mcp:space.bytetrail/bytetrail", "name": "ByteTrail", "kind": "mcp", "official": null, "desc": "AI papers, dev-tool adoption, AI news and startup funding rounds, updated daily. No key needed.", "repo": null, "install": ["https://bytetrail.space/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 4438 ms · 9 tools · free to try: `trending` answered without a key (checked 2026-11-13)"}, {"id": "mcp:au.com.cameronwilson.camfeed/camfeed", "name": "CamFeed Journalism Archive", "kind": "mcp", "official": null, "desc": "Public read-only archive of journalist Cameron Wilson's work, appearances, and biography.", "repo": null, "install": ["https://camfeed.cameronwilson.com.au/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3987 ms · 8 tools · free to try: `work_by_topic` answered without a key (checked 2026-11-13)"}, {"id": "mcp:es.capsulam/capsulam", "name": "capsulam", "kind": "mcp", "official": null, "desc": "Human-reviewed digests on AI, regulation and cybersecurity, every fact linked to its source.", "repo": null, "install": ["https://capsulam.es/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:org.casimo/mcp", "name": "Casimo Research — casino terms & changes", "kind": "mcp", "official": null, "desc": "Source-backed US casino conditions, actual observed changes and explicit data limitations.", "repo": null, "install": ["https://casimo.org/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2462 ms · 12 tools · free to try: `get_amoe_source` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.catalo-ai/catalo", "name": "Catalo.ai", "kind": "mcp", "official": null, "desc": "AI-curated book catalog that eliminates hallucinations and surfaces lesser-known titles.", "repo": null, "install": ["https://catalo.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "catalo.ai", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.albermm/catholic-greatness", "name": "Catholic Greatness", "kind": "mcp", "official": null, "desc": "AI Catholic formation — spiritual direction, saints, scripture, and semantic search.", "repo": null, "install": ["https://cg.phos.nz/mcp/"], "stars": null, "pushed": null, "license": null, "plat": "spiritual direction", "live": "Down · HTTP 404 (checked 2026-11-13)"}, {"id": "mcp:estate.bucklerfamily.cedwyn/archive", "name": "Cedwyn archive (read-only)", "kind": "mcp", "official": null, "desc": "Read-only archive of Tŷ Mawr (Great House Farm), Llandough, Wales: names, e-books, pages, hashes.", "repo": null, "install": ["https://cedwyn.bucklerfamily.estate/mcp/archive"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2298 ms · 7 tools · free to try: `search_cedwyn_names` answered without a key (checked 2026-11-13)"}, {"id": "mcp:ai.celestio/celestio", "name": "Celestio", "kind": "mcp", "official": null, "desc": "Birth charts and personal astrology readings, plus compatibility between two people's charts.", "repo": null, "install": ["https://celestio.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "celestio", "live": "Live · 1638 ms · 7 tools · `get_reading` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.nacrissi/celestium-cosmic-compass", "name": "Celestium: Cosmic Compass", "kind": "mcp", "official": null, "desc": "Real astrology for AI agents: cosmic weather, synastry, timing, astrocartography, and divination.", "repo": null, "install": ["https://celestium-cosmic-compass.fly.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 973 ms · 1 tools (checked 2026-11-13)"}, {"id": "mcp:org.cemresearchproject/cem", "name": "CEM", "kind": "mcp", "official": null, "desc": "CEM's published research on building with AI: definitions, papers, calculators and the CEM Score.", "repo": null, "install": ["https://mcp.cemresearchproject.org/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1423 ms · 14 tools · free to try: `ui_search` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.olyport/census", "name": "Census ACS Demographics", "kind": "mcp", "official": null, "desc": "Population, income, poverty, education, housing, and commuting from the US Census ACS", "repo": null, "install": ["https://mcp.olyport.com/census/mcp"], "stars": null, "pushed": null, "license": null, "plat": "us census", "live": "Live · 2446 ms · 5 tools · free to try: `get_county_economics` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.olyport/census-cbp", "name": "Census County Business Patterns", "kind": "mcp", "official": null, "desc": "Establishment counts, employment, and payroll by geography and NAICS code from Census CBP", "repo": null, "install": ["https://mcp.olyport.com/census-cbp/mcp"], "stars": null, "pushed": null, "license": null, "plat": "us census", "live": "Live · 2140 ms · 3 tools · free to try: `get_county_business_patterns` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sepehr071/cbi-mcp", "name": "Central Bank of Iran", "kind": "mcp", "official": null, "desc": "Read-only Central Bank of Iran (cbi.ir): official FX rates, inflation, policy rates, news.", "repo": "https://github.com/sepehr071/cbi-mcp", "install": ["pypi:cbi-mcp"], "stars": 0, "pushed": "2026-11-06T19:33:56Z", "license": "MIT", "plat": "central bank of iran", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.KingMandase/certvas", "name": "Certvas — African & EM Markets", "kind": "mcp", "official": null, "desc": "License-clean African & EM data as citable agent tools: company fundamentals, tenders (OCDS), macro.", "repo": "https://github.com/KingMandase/dataco", "install": ["https://dataco-mcp.northtide.workers.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.theguysaccount/charitology", "name": "Charitology public research", "kind": "mcp", "official": null, "desc": "Search published charity research, nonprofit benefits and sources with review states and rights.", "repo": "https://github.com/theguysaccount/charitology", "install": ["https://os.charitology.org/mcp"], "stars": 0, "pushed": "2026-11-12T12:10:06Z", "license": "MIT", "plat": "charity research", "live": "Live · 1095 ms · 3 tools (checked 2026-11-13)"}, {"id": "mcp:il.co.checko/docs", "name": "Checko — travel insurance guides and FAQ", "kind": "mcp", "official": null, "desc": "Read-only Hebrew travel insurance guides and FAQ published on checko.co.il.", "repo": null, "install": ["https://checko.co.il/mcp/docs"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1589 ms · 3 tools · free to try: `list_guides` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.chinafootnotes/china-footnotes", "name": "China Footnotes", "kind": "mcp", "official": null, "desc": "China travel facts and local tips, sourced and dated: hours, tickets, booking and pre-trip setup.", "repo": null, "install": ["https://chinafootnotes.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "china footnotes", "live": "Live · 1523 ms · 5 tools · free to try: `list_pretrip_topics` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.chinaindustryintel.mcp/industry-intel", "name": "China Industry Intel", "kind": "mcp", "official": null, "desc": "Read-only selected China industry article excerpts, disclosed sources and company identity links.", "repo": null, "install": ["https://mcp.chinaindustryintel.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "china industry intel", "live": "Live · 1421 ms · 3 tools · free to try: `get_article_summary` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.roxyapi/chinese-astrology", "name": "Chinese Astrology MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "BaZi four pillars, Chinese zodiac, lunisolar calendar and almanac days for AI agents.", "repo": null, "install": ["https://roxyapi.com/mcp/chinese-astrology"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2408 ms · 16 tools (checked 2026-11-13)"}, {"id": "mcp:io.chorusresearch/chorus", "name": "Chorus Research", "kind": "mcp", "official": null, "desc": "Create surveys, launch them to real human respondents, and read the responses.", "repo": null, "install": ["https://mcp.chorusresearch.io/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:app.citeme/citeme", "name": "CiteMe", "kind": "mcp", "official": null, "desc": "Search papers, format citations in 60 styles, and verify bibliographies against scholarly sources.", "repo": null, "install": ["https://citeme.app/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 4677 ms · 3 tools · free to try: `search_citations` answered without a key (checked 2026-11-13)"}, {"id": "mcp:si.claimora/claimora", "name": "Claimora", "kind": "mcp", "official": null, "desc": "Scientific and legal claim graph. Query claims, evidence, contradictions, and innovation flags.", "repo": "https://github.com/superexposed/claimora", "install": ["https://claimora.si/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 11660 ms · 7 tools · free to try: `get_innovation_flags` answered without a key (checked 2026-11-13)"}, {"id": "mcp:today.theclarity/clarity-today", "name": "Clarity Today", "kind": "mcp", "official": null, "desc": "Clarity Today's briefing, latest stories by desk, search and full source-linked stories.", "repo": null, "install": ["https://theclarity.today/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 405 (checked 2026-11-13)"}, {"id": "mcp:co.theoldways/library", "name": "co.theoldways/library", "kind": "mcp", "official": null, "desc": "Search historical texts and mythology references with citation URLs from The Old Ways library.", "repo": null, "install": ["https://mcp.theoldways.co/mcp"], "stars": null, "pushed": null, "license": null, "plat": "historical texts", "live": "Live · 1396 ms · 3 tools · free to try: `list_collections` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/moon-age", "name": "Coarse moon age 0-29 from UTC day", "kind": "mcp", "official": null, "desc": "Coarse moon age 0-29 from UTC day", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/moon-age/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 2244 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/moon-phase-utc", "name": "Coarse moon phase from UTC day", "kind": "mcp", "official": null, "desc": "Coarse moon phase from UTC day", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/moon-phase-utc/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1086 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.787daily/mcp", "name": "com.787daily/mcp", "kind": "mcp", "official": null, "desc": "Puerto Rico news summaries and live island conditions from 787daily, read-only over MCP.", "repo": null, "install": ["https://mcp.787daily.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 5040 ms · 44 tools · free to try: `find_marinas` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.airaptr/dogg-world-check", "name": "com.airaptr/dogg-world-check", "kind": "mcp", "official": null, "desc": "Verified, citable world numbers right now, each with a public tick and SHA-256 fingerprint.", "repo": "https://github.com/airaptr/airaptr.github.io", "install": ["https://api.airaptr.com/world/mcp"], "stars": 0, "pushed": "2026-10-16T23:51:34Z", "license": null, "plat": "", "live": "Live · 757 ms · 3 tools (checked 2026-11-13)"}, {"id": "mcp:com.am-lich/vietnamese-calendar", "name": "com.am-lich/vietnamese-calendar", "kind": "mcp", "official": null, "desc": "Vietnamese Lunar Calendar for date and calendar conversion, and cultural insights.", "repo": null, "install": ["https://am-lich.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3118 ms · 5 tools · free to try: `get_lunar_vegetarian_days` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.apievangelist/api-evangelist", "name": "com.apievangelist/api-evangelist", "kind": "mcp", "official": null, "desc": "Sixteen years of API research as MCP tools — stories, areas, governance blocks & services", "repo": "https://github.com/api-evangelist/apievangelist-aws", "install": ["https://mcp.apievangelist.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2965 ms · 83 tools · free to try: `get_tool` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.cytado/cytado", "name": "com.cytado/cytado", "kind": "mcp", "official": null, "desc": "Real academic citations with printed page numbers - verified sources or an honest not-found.", "repo": null, "install": ["https://cytado.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.footfally/site", "name": "com.footfally/site", "kind": "mcp", "official": null, "desc": "Footfally: the site's own MCP server — dataset; every answer cites the site.", "repo": null, "install": ["https://footfally.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "footfally", "live": "Down · HTTP 429 (checked 2026-11-14)"}, {"id": "mcp:com.jojapi/quran", "name": "com.jojapi/quran", "kind": "mcp", "official": null, "desc": "Quran: Quran API Service with 90+ different languages and 400+ translations.", "repo": null, "install": ["https://mcp.jojapi.com/quran"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1615 ms · 3 tools · `get_info_json` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:com.jojapi/viewcaller", "name": "com.jojapi/viewcaller", "kind": "mcp", "official": null, "desc": "ViewCaller: Find any phone number, have more information about your contacts & much more. Phone.", "repo": null, "install": ["https://mcp.jojapi.com/viewcaller"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 720 ms · 2 tools · `get_api_v1_search` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:com.le-teen/college-roi-mcp", "name": "com.le-teen/college-roi-mcp", "kind": "mcp", "official": null, "desc": "U.S. college ROI data: 30-yr NPV for 500 colleges, lifetime ROI for 134 majors. Keyless.", "repo": "https://github.com/thomasthinks/college-roi-mcp", "install": ["npm:college-roi-mcp"], "stars": 0, "pushed": "2026-11-10T04:30:35Z", "license": "MIT", "plat": "u.s. college roi data", "live": "Not checked (runs locally)"}, {"id": "mcp:com.longtailo/site", "name": "com.longtailo/site", "kind": "mcp", "official": null, "desc": "Longtailo: the site's own MCP server — dataset; every answer cites the site.", "repo": null, "install": ["https://longtailo.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "longtailo", "live": "Live · 2702 ms · 7 tools · free to try: `dataset_search` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.offdayly/site", "name": "com.offdayly/site", "kind": "mcp", "official": null, "desc": "Offdayly: the site's own MCP server — dataset; every answer cites the site.", "repo": null, "install": ["https://offdayly.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2740 ms · 7 tools · free to try: `dataset_search` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.perdiemdesk/site", "name": "com.perdiemdesk/site", "kind": "mcp", "official": null, "desc": "PerDiemDesk: the site's own MCP server — dataset; every answer cites the site.", "repo": null, "install": ["https://perdiemdesk.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 429 (checked 2026-11-14)"}, {"id": "mcp:com.predme/hypathesis", "name": "com.predme/hypathesis", "kind": "mcp", "official": null, "desc": "Variable relationships from research papers with causal direction and source traceback.", "repo": null, "install": ["https://hypathesis.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 989 ms · 4 tools · free to try: `check_device_auth` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.rowhint/seat-intelligence", "name": "com.rowhint/seat-intelligence", "kind": "mcp", "official": null, "desc": "Airline seat quality scores (1-10) with notes. 61+ configs across 10 US airlines.", "repo": null, "install": ["https://mcp.rowhint.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2404 ms · 8 tools (checked 2026-11-13)"}, {"id": "mcp:com.shamra-academia/research", "name": "com.shamra-academia/research", "kind": "mcp", "official": null, "desc": "The only MCP server for Arabic academic research — search, read & cite Arabic + English papers.", "repo": null, "install": ["https://mcp.shamra-academia.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "com.shamra-academia/research", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.siftivo/siftivo", "name": "com.siftivo/siftivo", "kind": "mcp", "official": null, "desc": "Book recommendations from your reading history, plus your shelves, ratings and series order.", "repo": "https://github.com/btg5679/siftivo", "install": ["https://api.siftivo.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1335 ms · 25 tools · `get_my_clubs` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:com.situationatlas/mcp", "name": "com.situationatlas/mcp", "kind": "mcp", "official": null, "desc": "AI-summarized filings from 7 markets with special-situations screens, for research agents", "repo": "https://github.com/mrrobey/sit-atlas", "install": ["npm:@situationatlas/mcp"], "stars": null, "pushed": null, "license": null, "plat": "situationatlas", "live": "Not checked (runs locally)"}, {"id": "mcp:com.tamilcalendar/panchangam", "name": "com.tamilcalendar/panchangam", "kind": "mcp", "official": null, "desc": "Deterministic panchangam, astrology, Vastu and numerology data across 31 DailyWorks sites.", "repo": "https://github.com/domaincrush/tamilcalendar", "install": ["https://mcp.tamilcalendar.com/mcp", "https://mcp.telugucalendar.in/mcp", "https://mcp.dailycalendar.in/mcp", "https://mcp.hinducalendar.in/mcp", "https://mcp.hindipanchang.com/mcp", "https://mcp.thirukanitham.com/mcp", "https://mcp.gowripanchangam.in/mcp", "https://mcp.panjangam.in/mcp", "https://mcp.panjanga.com/mcp", "https://mcp.panjangam.com/mcp", "https://mcp.sinhalacalendar.com/mcp", "https://mcp.kundali.in/mcp", "https://mcp.jathagam.org/mcp", "https://mcp.hinduastro.com/mcp", "https://mcp.hinduastrologer.com/mcp", "https://mcp.hinduhoroscope.com/mcp", "https://mcp.indiahoroscope.com/mcp", "https://mcp.astrologytamil.com/mcp", "https://mcp.astrotelugu.com/mcp", "https://mcp.astromalayalam.com/mcp", "https://mcp.kannadaastrology.com/mcp", "https://mcp.kannadahoroscope.com/mcp", "https://mcp.loveastro.in/mcp", "https://mcp.jaataka.com/mcp", "https://mcp.jobsastro.com/mcp", "https://mcp.careersastro.com/mcp", "https://mcp.vasthushastra.com/mcp", "https://mcp.vasthu.in/mcp", "https://mcp.yournumerology.com/mcp", "https://mcp.hindunumerology.com/mcp", "https://mcp.indianumerology.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.themineworks/company-diligence-mcp", "name": "com.themineworks/company-diligence-mcp", "kind": "mcp", "official": null, "desc": "13 diligence tools: SEC, LEI, VAT, state+UK registries, courts, federal awards/contracts, FEC.", "repo": null, "install": ["https://themineworks--company-diligence-mcp.apify.actor/mcp"], "stars": null, "pushed": null, "license": null, "plat": "com.themineworks/company-diligence-mcp", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.thenextgennexus/academic-research-mcp-server", "name": "com.thenextgennexus/academic-research-mcp-server", "kind": "mcp", "official": null, "desc": "arXiv and OpenAlex/Crossref paper search (an open Google Scholar alternative) as agent tools.", "repo": null, "install": ["https://nexgendata-mcp-proxy.steve-corbeil.workers.dev/academic-research-mcp-server/mcp"], "stars": null, "pushed": null, "license": null, "plat": "arxiv", "live": "Live · 1448 ms · 2 tools · `search_arxiv` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:com.tomesphere/tomesphere", "name": "com.tomesphere/tomesphere", "kind": "mcp", "official": null, "desc": "Search 8.5M scientific papers with LLM TLDRs, citations, linked entities, figures, and full text.", "repo": null, "install": ["https://mcp.tomesphere.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "tomesphere", "live": "Live · 2518 ms · 9 tools · free to try: `search_papers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.0x923041-dotcom/conceptio-search", "name": "Conceptio Search", "kind": "mcp", "official": null, "desc": "Search 1M+ open-access papers, standards, and case law from an AI agent.", "repo": "https://github.com/0x923041-dotcom/conceptio-cli", "install": ["pypi:conceptio-search"], "stars": 0, "pushed": "2026-11-06T20:47:08Z", "license": "MIT", "plat": "papers and case law", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/conceptnet", "name": "Conceptnet", "kind": "mcp", "official": null, "desc": "ConceptNet MCP — open multilingual word/phrase relation graph", "repo": "https://github.com/pipeworx-io/mcp-conceptnet", "install": ["npm:@pipeworx/mcp-conceptnet", "https://gateway.pipeworx.io/conceptnet/mcp"], "stars": 0, "pushed": "2026-11-09T13:43:20Z", "license": "MIT", "plat": "conceptnet", "live": "Not checked (runs locally)"}, {"id": "mcp:com.myhuiban.www/conference-partner", "name": "Conference Partner", "kind": "mcp", "official": null, "desc": "Conference & journal CFP deadlines, CCF/ICORE/QUALIS rankings, acceptance rates, research fields.", "repo": "https://github.com/sundou82/conference-partner-mcp", "install": ["https://www.myhuiban.com/mcp"], "stars": 0, "pushed": "2026-11-12T13:57:24Z", "license": "NOASSERTION", "plat": "conferences", "live": "Live · 1243 ms · 8 tools · `get_journal` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:com.congressmcp/congressmcp", "name": "CongressMCP", "kind": "mcp", "official": null, "desc": "Federal and 50-state legislative data for AI: bills, text, votes, members, and committees.", "repo": null, "install": ["https://www.congressmcp.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "congress", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.connectorreport/connectorreport", "name": "ConnectorReport", "kind": "mcp", "official": null, "desc": "Hands-on test results for 560+ remote MCP connectors: does it work, how to sign in, what breaks.", "repo": null, "install": ["https://connectorreport.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 503 (checked 2026-11-13)"}, {"id": "mcp:com.constituchat/constitucion", "name": "ConstituChat: Constitución de Venezuela", "kind": "mcp", "official": null, "desc": "Busca y lee los 350 artículos de la Constitución de Venezuela (1999), con cita y fuente oficial.", "repo": null, "install": ["https://constituchat.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "venezuela constitution", "live": "Live · 1229 ms · 2 tools (checked 2026-11-13)"}, {"id": "mcp:ai.conveo/conveo", "name": "Conveo", "kind": "mcp", "official": null, "desc": "Qualitative research platform. Design studies, analyze interviews, and generate insights.", "repo": null, "install": ["https://app.conveo.ai/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "conveo", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:ai.cookiy/cookiy", "name": "Cookiy", "kind": "mcp", "official": null, "desc": "AI user research via studies, interviews, recruitment, reports, and quantitative surveys.", "repo": "https://github.com/cookiy-ai/cookiy-skill", "install": ["https://s-api.cookiy.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "cookiy", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/copernicus-cds", "name": "Copernicus Cds", "kind": "mcp", "official": null, "desc": "The Copernicus Climate Data Store (C3S/ECMWF) catalogue — browse or search the ~140 published…", "repo": "https://github.com/pipeworx-io/mcp-copernicus-cds", "install": ["npm:@pipeworx/mcp-copernicus-cds", "https://gateway.pipeworx.io/copernicus-cds/mcp"], "stars": 0, "pushed": "2026-11-09T13:43:46Z", "license": "MIT", "plat": "copernicus", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/copernicus-dataspace", "name": "Copernicus Dataspace", "kind": "mcp", "official": null, "desc": "European Sentinel and Copernicus Contributing Mission archive from the EU's Copernicus Data Space…", "repo": "https://github.com/pipeworx-io/mcp-copernicus-dataspace", "install": ["npm:@pipeworx/mcp-copernicus-dataspace", "https://gateway.pipeworx.io/copernicus-dataspace/mcp"], "stars": 0, "pushed": "2026-11-09T13:43:49Z", "license": "MIT", "plat": "copernicus", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/core-research", "name": "Core Research", "kind": "mcp", "official": null, "desc": "CORE Research MCP — wraps CORE API (api.core.ac.uk/v3)", "repo": "https://github.com/pipeworx-io/mcp-core-research", "install": ["npm:@pipeworx/mcp-core-research", "https://gateway.pipeworx.io/core-research/mcp"], "stars": 0, "pushed": "2026-11-09T13:43:52Z", "license": "MIT", "plat": "core api", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.ShafiCodes25/coreforge-books", "name": "CoreForge Books", "kind": "mcp", "official": null, "desc": "CoreForge book catalogue and book-data tools: lookup, dossier search, verdicts. x402 pay-per-call.", "repo": "https://github.com/ShafiCodes25/coreforge-mcp-servers", "install": ["npm:coreforge-books-mcp"], "stars": null, "pushed": null, "license": null, "plat": "coreforge books", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.wangkant/corroborate", "name": "Corroborate", "kind": "mcp", "official": null, "desc": "Open evidence base built by AI agents: server-checked quotes, blind review, Erdős literature checks.", "repo": "https://github.com/wangkant/corroborate", "install": ["https://charune.com/corroborate/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1865 ms · 17 tools · free to try: `check` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.theriemannhypothesis/counterfoil", "name": "Counterfoil — the city", "kind": "mcp", "official": null, "desc": "Proofs checked, arXiv papers explained, LaTeX typeset by AI citizens; pay by card or USDC.", "repo": null, "install": ["https://theriemannhypothesis.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1051 ms · 15 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/countries", "name": "Countries", "kind": "mcp", "official": null, "desc": "Countries MCP — world country data.", "repo": "https://github.com/pipeworx-io/mcp-countries", "install": ["npm:@pipeworx/mcp-countries", "https://gateway.pipeworx.io/countries/mcp"], "stars": 0, "pushed": "2026-11-09T13:44:09Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.countrygenerator/mcp-server", "name": "Country Generator", "kind": "mcp", "official": null, "desc": "Look up any country's capital, population and borders, or play geography quizzes with your AI.", "repo": null, "install": ["https://countrygenerator.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1816 ms · 7 tools · free to try: `search_countries` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/country-state-city", "name": "Country State City", "kind": "mcp", "official": null, "desc": "CountryStateCity MCP — wraps CountryStateCity API (api.countrystatecity.in/v1)", "repo": "https://github.com/pipeworx-io/mcp-country-state-city", "install": ["npm:@pipeworx/mcp-country-state-city", "https://gateway.pipeworx.io/country-state-city/mcp"], "stars": 0, "pushed": "2026-11-09T13:44:15Z", "license": "MIT", "plat": "countrystatecity", "live": "Not checked (runs locally)"}, {"id": "mcp:com.crawdar/business-research", "name": "Crawdar Business Research", "kind": "mcp", "official": null, "desc": "Evidence-backed public business research for agents with compact, pageable output.", "repo": null, "install": ["https://crawdar.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 18131 ms · 21 tools · free to try: `search_problem_graph` answered without a key (checked 2026-11-13)"}, {"id": "mcp:it.cronachevaltellinesi/archivio", "name": "Cronache Valtellinesi", "kind": "mcp", "official": null, "desc": "Archivio dei periodici storici della provincia di Sondrio (1825-2024): ricerca, lettura, citazioni.", "repo": null, "install": ["https://cronachevaltellinesi.it/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2038 ms · 18 tools · free to try: `research_list` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.kriton-dev/crossref-doi-metadata", "name": "Crossref DOI Lookup — Titles, Venues, Dates & Citation Counts", "kind": "mcp", "official": null, "desc": "Resolve DOI identifiers to Crossref titles, venues, dates and citation counts for reference checks.", "repo": null, "install": ["https://mcp.apify.com/?tools=hermeskd/crossref-doi-metadata"], "stars": null, "pushed": null, "license": null, "plat": "crossref", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.Taru0208/crossref-mcp-server", "name": "Crossref Scholarly Data", "kind": "mcp", "official": null, "desc": "Search 150M+ academic works, journals, and funders via Crossref API.", "repo": "https://github.com/Taru0208/crossref-mcp-server", "install": ["https://aligned-kettledrum--crossref-mcp-server.apify.actor/mcp"], "stars": null, "pushed": null, "license": null, "plat": "crossref", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.PilotSuite/crystalram-open-commons", "name": "CrystalRAM Open Commons", "kind": "mcp", "official": null, "desc": "Read CrystalRAM public research and request discussion-only Open Commons visitor access.", "repo": "https://github.com/PilotSuite/crystalram", "install": ["https://crystalram.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 308 (checked 2026-11-13)"}, {"id": "mcp:com.roxyapi/crystals", "name": "Crystals MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "Crystal meanings, healing properties, chakra and birthstone lookups for AI agents.", "repo": null, "install": ["https://roxyapi.com/mcp/crystals"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2998 ms · 12 tools (checked 2026-11-13)"}, {"id": "mcp:app.cutgpt/research", "name": "CutGPT Research & Fact-Check", "kind": "mcp", "official": null, "desc": "Free fact-checks, papers, source vetting, plus verified AI pricing, comparisons, guides, and tools.", "repo": null, "install": ["https://mcp.cutgpt.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "cutgpt", "live": "Live · 4714 ms · 14 tools · free to try: `search_papers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:life.dailyalignment/almanac", "name": "Daily Alignment", "kind": "mcp", "official": null, "desc": "The Chinese almanac, lunar dates, Four Pillars, solar terms and the sky, calculated from astronomy.", "repo": null, "install": ["https://www.dailyalignment.life/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1669 ms · 9 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.jonatanvazquez/daily-outfits", "name": "DAIly outfits", "kind": "mcp", "official": null, "desc": "What to wear today by city weather and travel packing lists by destination. Public, read-only.", "repo": null, "install": ["https://dailyoutfits.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1567 ms · 3 tools · free to try: `travel_packing_list` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.deducepuzzles/daily-puzzle", "name": "DeducePuzzles", "kind": "mcp", "official": null, "desc": "Daily verified seating and arrangement logic puzzle for IBPS, SBI and SSC reasoning practice.", "repo": null, "install": ["https://mcp.deducepuzzles.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2644 ms · 3 tools · free to try: `get_daily_puzzle` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.dedupedai/deduped-mcp", "name": "Deduped AI use cases", "kind": "mcp", "official": null, "desc": "Weekly hot AI GitHub repos with step-by-step use cases and agent prompts, plus AI news. No key.", "repo": null, "install": ["https://dedupedai.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "github", "live": "Live · 1262 ms · 4 tools · free to try: `search_use_cases` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.defoorreport/news", "name": "DeFoor Report", "kind": "mcp", "official": null, "desc": "AI and tech news ranked hourly, with summaries, publisher credit, saved stories and a personal feed.", "repo": null, "install": ["https://mcp.defoorreport.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.thisisdelightful/games-research-starter-pack", "name": "Delightful's Game Research Starter Pack", "kind": "mcp", "official": null, "desc": "Where to look for games industry research: 873 sources across ten markets, cited and free.", "repo": "https://github.com/itsmepants2/games-research-starter-pack", "install": ["https://games.thisisdelightful.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "delightful's game research starter pack", "live": "Live · 1743 ms · 6 tools · free to try: `list_trends` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.desertroadcatholic/desert-road-catholic", "name": "Desert Road Catholic", "kind": "mcp", "official": null, "desc": "Exodus 90 (2027) Douay-Rheims readings and prayers, and today's Rosary mysteries.", "repo": null, "install": ["https://desertroadcatholic.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1692 ms · 8 tools · free to try: `get_prayer` answered without a key (checked 2026-11-13)"}, {"id": "mcp:ai.deutero/deutero", "name": "Deutero", "kind": "mcp", "official": null, "desc": "AI-moderated research interviews: design, run and analyze interview studies with real participants", "repo": null, "install": ["https://dashboard.deutero.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "deutero", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.Luca-Blight/devmatch", "name": "DevMatch", "kind": "mcp", "official": null, "desc": "Find engineers and scientists from papers, open source and patents. Each result links its sources.", "repo": null, "install": ["https://mcp.dev-match.xyz/mcp"], "stars": null, "pushed": null, "license": null, "plat": "devmatch", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.digitalgemology/gemology-glossary", "name": "Digital Gemology: gemology glossary and grading report terms", "kind": "mcp", "official": null, "desc": "Gemology glossary: grading report terms, 4 Cs, clarity, colored gemstones, how sparkle is measured", "repo": "https://github.com/cultrodistro/digitalgemology-mcp", "install": ["https://digitalgemology.com/mcp/glossary"], "stars": 0, "pushed": "2026-11-01T13:27:42Z", "license": "NOASSERTION", "plat": "", "live": "Live · 2265 ms · 3 tools · free to try: `search_glossary` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.digitalgemology/gemology-lessons", "name": "Digital Gemology: gemology lessons and diamond education", "kind": "mcp", "official": null, "desc": "Gemology lessons to search and quote: the 4 Cs, diamond anatomy, grading reports, moissanite", "repo": "https://github.com/cultrodistro/digitalgemology-mcp", "install": ["https://digitalgemology.com/mcp/learn"], "stars": 0, "pushed": "2026-11-01T13:27:42Z", "license": "NOASSERTION", "plat": "", "live": "Live · 2055 ms · 4 tools · free to try: `search_lessons` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/digitalnz", "name": "Digitalnz", "kind": "mcp", "official": null, "desc": "DigitalNZ MCP.", "repo": "https://github.com/pipeworx-io/mcp-digitalnz", "install": ["npm:@pipeworx/mcp-digitalnz", "https://gateway.pipeworx.io/digitalnz/mcp"], "stars": 0, "pushed": "2026-11-09T13:52:37Z", "license": "MIT", "plat": "digitalnz", "live": "Not checked (runs locally)"}, {"id": "mcp:com.distributedrisk/desk", "name": "Distributed Risk desk", "kind": "mcp", "official": null, "desc": "Read the Distributed Risk desk notes and the official US record they cite.", "repo": null, "install": ["https://www.distributedrisk.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1848 ms · 16 tools · free to try: `list_notes` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.dharmikvibes/divineai", "name": "DivineAI", "kind": "mcp", "official": null, "desc": "Hindu panchang for 50+ cities, verified festival dates and vrat days from DivineAI. No prices.", "repo": null, "install": ["https://divineai-mcp.dharmikvibes.com/divineai"], "stars": null, "pushed": null, "license": null, "plat": "divineai", "live": "Live · 8930 ms · 5 tools · free to try: `get_vrat_guide` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.ikshan-ai/doableclaw-mcp", "name": "DoableClaw Research", "kind": "mcp", "official": null, "desc": "AI research on companies and industries — one MCP tool per research domain.", "repo": "https://github.com/ikshan-ai/doableclaw-mcp", "install": ["https://ikshan-be-prod-6gbup6suoq-el.a.run.app/mcp/research-v4"], "stars": 0, "pushed": "2026-08-12T07:36:17Z", "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/doi-ok", "name": "DOI 10. prefix shape, id discarded", "kind": "mcp", "official": null, "desc": "DOI 10. prefix shape, id discarded", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/doi-ok/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "doi", "live": "Live · 1701 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/doi-ok2", "name": "DOI 10. prefix shape, value discarded", "kind": "mcp", "official": null, "desc": "DOI 10. prefix shape, value discarded", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/doi-ok2/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "doi", "live": "Live · 1683 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/doi-shape", "name": "DOI Shape", "kind": "mcp", "official": null, "desc": "Check a DOI shape.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/doi-shape/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "doi", "live": "Live · 1680 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/doi-uri", "name": "doi: URI suffix shape, value discarded", "kind": "mcp", "official": null, "desc": "doi: URI suffix shape, value discarded", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/doi-uri/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "doi", "live": "Live · 1715 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.QAtlasHub/doiget", "name": "doiget", "kind": "mcp", "official": null, "desc": "OA-first paper fetcher: DOIs/arXiv IDs to local PDFs + metadata via Open Access APIs.", "repo": "https://github.com/QAtlasHub/doiget", "install": ["mcpb:https://github.com/QAtlasHub/doiget/releases/download/v0.9.0/doiget-0.9.0.mcpb", "cargo:doiget-cli"], "stars": null, "pushed": null, "license": null, "plat": "papers and metadata", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.sotashimozono/doiget", "name": "doiget", "kind": "mcp", "official": null, "desc": "OA-first paper fetcher: DOIs/arXiv IDs to local PDFs + metadata via Open Access APIs.", "repo": "https://github.com/sotashimozono/doiget", "install": [], "stars": null, "pushed": null, "license": null, "plat": "dois/arxiv", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.AnshumanAtrey/domain-history-contact-osint", "name": "Domain History Contact OSINT - Previous Owner + WHOIS History", "kind": "mcp", "official": null, "desc": "Domain History Lookup - WHOIS History + Past Owner Contacts", "repo": "https://github.com/AnshumanAtrey/domain-history-contact-osint", "install": ["https://mcp.apify.com/?tools=anshumanatrey/domain-history-contact-osint"], "stars": 0, "pushed": "2026-11-12T04:57:17Z", "license": "MIT", "plat": "whois", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.ho11-bit/donvi108-research", "name": "DONVI108 Free Research Beta", "kind": "mcp", "official": null, "desc": "Free scholarly paper and DOI discovery via Crossref. Self-service registration; no invitation.", "repo": "https://github.com/ho11-bit/donvi108-agent-skills", "install": ["https://donvi108-agent-hub-live-preview.donvi108.workers.dev/mcp"], "stars": 0, "pushed": "2026-09-19T03:43:20Z", "license": "MIT", "plat": "crossref", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.roxyapi/dreams", "name": "Dream Interpretation MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "Dream symbol interpretation and dream-dictionary lookups for AI agents, one API key.", "repo": null, "install": ["https://roxyapi.com/mcp/dreams"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2618 ms · 5 tools (checked 2026-11-13)"}, {"id": "mcp:com.drivings/driving-test-study", "name": "Drivings", "kind": "mcp", "official": null, "desc": "Published driving guides, source-backed UK and US test-centre search, and study-plan previews.", "repo": null, "install": ["https://mcp.drivings.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3921 ms · 6 tools · free to try: `list_study_options` answered without a key (checked 2026-11-13)"}, {"id": "mcp:app.rowb.dubai-log/uae-costs", "name": "Dubai Log", "kind": "mcp", "official": null, "desc": "UAE travel and living cost calculators with the published source behind every number.", "repo": null, "install": ["https://dubai-log.rowb.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1400 ms · 4 tools · free to try: `health_check` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/dwds", "name": "Dwds", "kind": "mcp", "official": null, "desc": "DWDS MCP — German Digital Dictionary.", "repo": "https://github.com/pipeworx-io/mcp-dwds", "install": ["npm:@pipeworx/mcp-dwds", "https://gateway.pipeworx.io/dwds/mcp"], "stars": 0, "pushed": "2026-11-09T13:54:12Z", "license": "MIT", "plat": "dwds", "live": "Not checked (runs locally)"}, {"id": "mcp:com.eatmundo/dishes", "name": "eatmundo", "kind": "mcp", "official": null, "desc": "Cross-cuisine dish equivalence with shared-ingredient evidence: nearly 2,000 dishes, 26 cuisines.", "repo": null, "install": ["https://www.eatmundo.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2116 ms · 6 tools · free to try: `find_similar_dishes` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/ebird", "name": "Ebird", "kind": "mcp", "official": null, "desc": "eBird MCP — Cornell Lab of Ornithology citizen-science bird observations", "repo": "https://github.com/pipeworx-io/mcp-ebird", "install": ["npm:@pipeworx/mcp-ebird", "https://gateway.pipeworx.io/ebird/mcp"], "stars": 0, "pushed": "2026-11-09T13:54:33Z", "license": "MIT", "plat": "cornell lab of ornithology", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.CYAN-ECLIPSE-TECHNOLOGIES-LLC/eclipse-sourceseal-mcp", "name": "Eclipse Sourceseal", "kind": "mcp", "official": null, "desc": "Per-fact retrieval receipts over fixture source stores; not source truth, not answer faithfulness.", "repo": "https://github.com/CYAN-ECLIPSE-TECHNOLOGIES-LLC/eclipse-sourceseal-mcp", "install": [], "stars": null, "pushed": null, "license": null, "plat": "eclipse", "live": "Not checked (runs locally)"}, {"id": "mcp:dev.carbonitex.ecogame/ecocarbonwiki", "name": "EcoCarbonWiki", "kind": "mcp", "official": null, "desc": "Read-only MCP for the Eco game wiki: search, Markdown pages, and wiki_* lookups. No keys, no writes.", "repo": null, "install": ["https://ecogame.carbonitex.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1524 ms · 11 tools · free to try: `wiki_search` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.edgebook/mcp", "name": "EdgeBook", "kind": "mcp", "official": null, "desc": "Chart-first trading journal: log trades from notes or chart screenshots, review setups and stats.", "repo": "https://github.com/highlydubious/edgebook-mcp", "install": ["https://edgebook-mcp.alexdubelko.workers.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "trading journal", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.ahmedvnabil/egypt-research", "name": "Egypt Research Commons", "kind": "mcp", "official": null, "desc": "Source-grounded research for Egyptian public affairs", "repo": "https://github.com/ahmedvnabil/erx", "install": ["npm:egypt-research-mcp", "https://erx-mcp.zad.tools/mcp"], "stars": 0, "pushed": "2026-10-27T20:41:35Z", "license": "MIT", "plat": "egypt", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.gowinder/eldertongue", "name": "Eldertongue", "kind": "mcp", "official": null, "desc": "Old English dictionary over MCP: headwords, inflection tables, form ID, Beowulf citations.", "repo": "https://github.com/gowinder/eldertongue-mcp", "install": ["https://eldertongue.com/mcp"], "stars": 0, "pushed": "2026-11-05T15:21:17Z", "license": "NOASSERTION", "plat": "", "live": "Live · 819 ms · 5 tools · free to try: `lookup_headword` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.elements-live/elements-live", "name": "Elements Live", "kind": "mcp", "official": null, "desc": "Research intensity for 118 elements and topics, ~10M papers. Free element scores; x402 pay-per-call.", "repo": null, "install": ["https://www.elements-live.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1760 ms · 9 tools · `search_subjects` asked for payment (checked 2026-11-13)"}, {"id": "mcp:com.emergetimes/news", "name": "Emerge Times", "kind": "mcp", "official": null, "desc": "News on AI agents, AGI, robotics and the agent economy. Read-only; articles CC BY 4.0.", "repo": null, "install": ["https://et-mcp-ks4n6ix7wa-du.a.run.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "emerge times", "live": "Live · 4680 ms · 4 tools · free to try: `list_categories` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.energypod/energypod", "name": "Energy Podcast Digest", "kind": "mcp", "official": null, "desc": "Read energypod.io's weekly energy digests, episode summaries, and transcripts. Read-only.", "repo": "https://github.com/m4rz910/podcast-toolkit", "install": ["https://energypod.io/mcp"], "stars": null, "pushed": null, "license": null, "plat": "energy podcast digest", "live": "Live · 2659 ms · 5 tools · free to try: `get_episode` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/eol", "name": "Eol", "kind": "mcp", "official": null, "desc": "Encyclopedia of Life (EOL) MCP", "repo": "https://github.com/pipeworx-io/mcp-eol", "install": ["npm:@pipeworx/mcp-eol", "https://gateway.pipeworx.io/eol/mcp"], "stars": 0, "pushed": "2026-11-09T13:56:34Z", "license": "MIT", "plat": "encyclopedia of life", "live": "Not checked (runs locally)"}, {"id": "mcp:ai.partnerwith/eous", "name": "Eous", "kind": "mcp", "official": null, "desc": "Checks a claim at its primary source and grades it. A person reviews every answer.", "repo": null, "install": ["https://www.partnerwith.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 736 ms · 4 tools (checked 2026-11-13)"}, {"id": "mcp:es.atareao/blog", "name": "es.atareao/blog", "kind": "mcp", "official": null, "desc": "Consulta de solo lectura del contenido de atareao.es: podcast, tutoriales y software.", "repo": null, "install": ["https://atareao.es/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1612 ms · 3 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/esa-gaia", "name": "Esa Gaia", "kind": "mcp", "official": null, "desc": "ESA Gaia MCP — the Gaia star catalogue, queried over the ESA TAP service.", "repo": "https://github.com/pipeworx-io/mcp-esa-gaia", "install": ["npm:@pipeworx/mcp-esa-gaia", "https://gateway.pipeworx.io/esa-gaia/mcp"], "stars": 0, "pushed": "2026-11-09T13:57:05Z", "license": "MIT", "plat": "esa gaia", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/europeana", "name": "Europeana", "kind": "mcp", "official": null, "desc": "Europeana MCP.", "repo": "https://github.com/pipeworx-io/mcp-europeana", "install": ["npm:@pipeworx/mcp-europeana", "https://gateway.pipeworx.io/europeana/mcp"], "stars": 0, "pushed": "2026-11-09T13:57:53Z", "license": "MIT", "plat": "europeana", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/europepmc", "name": "Europepmc", "kind": "mcp", "official": null, "desc": "Europe PMC MCP — biomedical literature.", "repo": "https://github.com/pipeworx-io/mcp-europepmc", "install": ["npm:@pipeworx/mcp-europepmc", "https://gateway.pipeworx.io/europepmc/mcp"], "stars": 0, "pushed": "2026-11-09T13:57:56Z", "license": "MIT", "plat": "europe pmc", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Taru0208/eurostat-mcp-server", "name": "Eurostat Statistics", "kind": "mcp", "official": null, "desc": "Access European statistics: GDP, unemployment, inflation, population data.", "repo": "https://github.com/Taru0208/eurostat-mcp-server", "install": ["https://aligned-kettledrum--eurostat-mcp-server.apify.actor/mcp"], "stars": null, "pushed": null, "license": null, "plat": "eurostat", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.evidentagents/reviews", "name": "Evident Source Check", "kind": "mcp", "official": null, "desc": "Check AI references against Crossref and DataCite. DOI/arXiv metadata checks, plus tool discovery.", "repo": null, "install": ["https://evidentagents.com/mcp/check", "https://evidentagents.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "crossref", "live": "Live · 2586 ms · 1 tools (checked 2026-11-13)"}, {"id": "mcp:ai.explorescience/mcp", "name": "Explore Science", "kind": "mcp", "official": null, "desc": "Connect your Explore Science account for deep expert review of science, from idea to manuscript.", "repo": null, "install": ["https://mcp.explorescience.ai"], "stars": null, "pushed": null, "license": null, "plat": "explore science", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:ai.familyofficeknowledgegraph/fo-kg", "name": "Family Office Knowledge Graph", "kind": "mcp", "official": null, "desc": "Family Office Knowledge Graph: read-only MCP door over the public record. Agentic KG Holdings.", "repo": "https://github.com/Agentic-Private-Office/fo-kg-door", "install": ["https://mcp.familyofficeknowledgegraph.ai/mcp"], "stars": 0, "pushed": "2026-11-11T02:50:15Z", "license": "MIT", "plat": "", "live": "Live · 2514 ms · 7 tools · free to try: `list_aliases` answered without a key (checked 2026-11-13)"}, {"id": "mcp:ai.familylore/familylore", "name": "FamilyLore", "kind": "mcp", "official": null, "desc": "Reads handwritten family letters in old scripts and translates them, with notes on what they meant.", "repo": null, "install": ["https://familylore.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1075 ms · 9 tools · `read_letter` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.Blade-Labs/fanar-mcp", "name": "Fanar", "kind": "mcp", "official": null, "desc": "Fanar (QCRI) for MCP: cited Islamic Q&A, Qur'an and hadith checks, Arabic translation and speech", "repo": "https://github.com/Blade-Labs/fanar-mcp", "install": ["pypi:fanar-mcp"], "stars": 0, "pushed": "2026-10-20T02:59:48Z", "license": "Apache-2.0", "plat": "qcri", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/fbi-crime", "name": "Fbi Crime", "kind": "mcp", "official": null, "desc": "FBI Crime Data Explorer MCP — UCR/NIBRS statistics", "repo": "https://github.com/pipeworx-io/mcp-fbi-crime", "install": ["npm:@pipeworx/mcp-fbi-crime", "https://gateway.pipeworx.io/fbi-crime/mcp"], "stars": 0, "pushed": "2026-11-09T13:58:53Z", "license": "MIT", "plat": "fbi", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/fbi-wanted", "name": "Fbi Wanted", "kind": "mcp", "official": null, "desc": "FBI Wanted MCP.", "repo": "https://github.com/pipeworx-io/mcp-fbi-wanted", "install": ["npm:@pipeworx/mcp-fbi-wanted", "https://gateway.pipeworx.io/fbi-wanted/mcp"], "stars": 0, "pushed": "2026-11-09T13:58:55Z", "license": "MIT", "plat": "fbi", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/fca-register", "name": "Fca Register", "kind": "mcp", "official": null, "desc": "FCA Financial Services Register MCP — the UK Financial Conduct Authority's public register of…", "repo": "https://github.com/pipeworx-io/mcp-fca-register", "install": ["npm:@pipeworx/mcp-fca-register", "https://gateway.pipeworx.io/fca-register/mcp"], "stars": 0, "pushed": "2026-11-09T13:58:58Z", "license": "MIT", "plat": "fca", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/fca-shorts", "name": "Fca Shorts", "kind": "mcp", "official": null, "desc": "FCA UK short-position disclosures — the Financial Conduct Authority (fca.org.uk) publishes a daily…", "repo": "https://github.com/pipeworx-io/mcp-fca-shorts", "install": ["npm:@pipeworx/mcp-fca-shorts", "https://gateway.pipeworx.io/fca-shorts/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:01Z", "license": "MIT", "plat": "fca", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/fcc", "name": "Fcc", "kind": "mcp", "official": null, "desc": "FCC public geo/census APIs (geo.fcc.gov) MCP.", "repo": "https://github.com/pipeworx-io/mcp-fcc", "install": ["npm:@pipeworx/mcp-fcc", "https://gateway.pipeworx.io/fcc/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:04Z", "license": "MIT", "plat": "fcc", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/fcc-ecfs", "name": "Fcc Ecfs", "kind": "mcp", "official": null, "desc": "FCC Electronic Comment Filing System public search and retrieval.", "repo": "https://github.com/pipeworx-io/mcp-fcc-ecfs", "install": ["npm:@pipeworx/mcp-fcc-ecfs", "https://gateway.pipeworx.io/fcc-ecfs/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:07Z", "license": "MIT", "plat": "fcc", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/fda-devices", "name": "Fda Devices", "kind": "mcp", "official": null, "desc": "FDA medical-device regulatory intelligence from keyless openFDA datasets.", "repo": "https://github.com/pipeworx-io/mcp-fda-devices", "install": ["npm:@pipeworx/mcp-fda-devices", "https://gateway.pipeworx.io/fda-devices/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:12Z", "license": "MIT", "plat": "fda", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/fda-drug-competition", "name": "Fda Drug Competition", "kind": "mcp", "official": null, "desc": "Orange Book competitive intelligence from FDA's monthly official data ZIP.", "repo": "https://github.com/pipeworx-io/mcp-fda-drug-competition", "install": ["https://gateway.pipeworx.io/fda-drug-competition/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:15Z", "license": "MIT", "plat": "fda", "live": "Live · 4503 ms · 61 tools · `list_subscriptions` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/fda-inspections", "name": "Fda Inspections", "kind": "mcp", "official": null, "desc": "FDA inspection outcomes, Form 483 observations, compliance actions and import refusals for drug…", "repo": "https://github.com/pipeworx-io/mcp-fda-inspections", "install": ["npm:@pipeworx/mcp-fda-inspections", "https://gateway.pipeworx.io/fda-inspections/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:18Z", "license": "MIT", "plat": "fda", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/fda-regulations", "name": "Fda Regulations", "kind": "mcp", "official": null, "desc": "FDA Regulations MCP — US Food & Drug Administration regulations (21 CFR).", "repo": "https://github.com/pipeworx-io/mcp-fda-regulations", "install": ["npm:@pipeworx/mcp-fda-regulations", "https://gateway.pipeworx.io/fda-regulations/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:21Z", "license": "MIT", "plat": "fda", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/fdic", "name": "Fdic", "kind": "mcp", "official": null, "desc": "FDIC MCP — FDIC BankFind Suite API (free, no auth)", "repo": "https://github.com/pipeworx-io/mcp-fdic", "install": ["npm:@pipeworx/mcp-fdic", "https://gateway.pipeworx.io/fdic/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:24Z", "license": "MIT", "plat": "fdic", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/fed-comms", "name": "Fed Comms", "kind": "mcp", "official": null, "desc": "Federal Reserve communications from federalreserve.gov: the FOMC meeting calendar, each policy…", "repo": "https://github.com/pipeworx-io/mcp-fed-comms", "install": ["npm:@pipeworx/mcp-fed-comms", "https://gateway.pipeworx.io/fed-comms/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:26Z", "license": "MIT", "plat": "federal reserve", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/fed-nic", "name": "Fed Nic", "kind": "mcp", "official": null, "desc": "Federal Reserve National Information Center (NIC, ffiec.gov/npw)", "repo": "https://github.com/pipeworx-io/mcp-fed-nic", "install": ["npm:@pipeworx/mcp-fed-nic", "https://gateway.pipeworx.io/fed-nic/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:30Z", "license": "MIT", "plat": "federal reserve", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/federal-appeals", "name": "Federal Appeals", "kind": "mcp", "official": null, "desc": "Federal appellate dockets — US federal court dockets.", "repo": "https://github.com/pipeworx-io/mcp-federal-appeals", "install": ["npm:@pipeworx/mcp-federal-appeals", "https://gateway.pipeworx.io/federal-appeals/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:33Z", "license": "MIT", "plat": "us federal courts", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/federal-civil", "name": "Federal Civil", "kind": "mcp", "official": null, "desc": "Federal civil litigation — US federal court dockets.", "repo": "https://github.com/pipeworx-io/mcp-federal-civil", "install": ["npm:@pipeworx/mcp-federal-civil", "https://gateway.pipeworx.io/federal-civil/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:35Z", "license": "MIT", "plat": "us federal courts", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/federal-criminal", "name": "Federal Criminal", "kind": "mcp", "official": null, "desc": "Federal criminal prosecutions — US federal court dockets.", "repo": "https://github.com/pipeworx-io/mcp-federal-criminal", "install": ["npm:@pipeworx/mcp-federal-criminal", "https://gateway.pipeworx.io/federal-criminal/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:38Z", "license": "MIT", "plat": "us federal courts", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/federal-register", "name": "Federal Register", "kind": "mcp", "official": null, "desc": "Federal Register MCP — US Federal Register API (free, no auth)", "repo": "https://github.com/pipeworx-io/mcp-federal-register", "install": ["npm:@pipeworx/mcp-federal-register", "https://gateway.pipeworx.io/federal-register/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:41Z", "license": "MIT", "plat": "federal register", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/feeds", "name": "Feeds", "kind": "mcp", "official": null, "desc": "Live Feeds (RSS/Atom) MCP.", "repo": "https://github.com/pipeworx-io/mcp-feeds", "install": ["https://gateway.pipeworx.io/feeds/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:44Z", "license": "MIT", "plat": "rss/atom", "live": "Down · HTTP 400 (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/fema-nfhl", "name": "Fema Nfhl", "kind": "mcp", "official": null, "desc": "FEMA National Flood Hazard Layer (NFHL) MCP", "repo": "https://github.com/pipeworx-io/mcp-fema-nfhl", "install": ["npm:@pipeworx/mcp-fema-nfhl", "https://gateway.pipeworx.io/fema-nfhl/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:47Z", "license": "MIT", "plat": "fema", "live": "Not checked (runs locally)"}, {"id": "mcp:com.roxyapi/feng-shui", "name": "Feng Shui MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "Kua numbers, Eight Mansions, Flying Star charts and annual afflictions for AI agents.", "repo": null, "install": ["https://roxyapi.com/mcp/feng-shui"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2336 ms · 11 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/feodotracker", "name": "Feodotracker", "kind": "mcp", "official": null, "desc": "Feodo Tracker MCP — botnet C&C IP blocklist from abuse.ch.", "repo": "https://github.com/pipeworx-io/mcp-feodotracker", "install": ["npm:@pipeworx/mcp-feodotracker", "https://gateway.pipeworx.io/feodotracker/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:50Z", "license": "MIT", "plat": "feodo tracker", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/ferc-eqr", "name": "Ferc Eqr", "kind": "mcp", "official": null, "desc": "FERC Electric Quarterly Reports (EQR) — wholesale power sales: who sells to whom, under what…", "repo": "https://github.com/pipeworx-io/mcp-ferc-eqr", "install": ["npm:@pipeworx/mcp-ferc-eqr", "https://gateway.pipeworx.io/ferc-eqr/mcp"], "stars": 0, "pushed": "2026-11-09T13:59:56Z", "license": "MIT", "plat": "ferc", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.abarto666/pod-exp", "name": "Field Notes podcast library", "kind": "mcp", "official": null, "desc": "Which podcasts and talks a person appeared on, with summaries and chapters. AI, investing, crypto.", "repo": null, "install": ["https://pod-exp.pages.dev/mcp?src=mcp-registry"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1847 ms · 4 tools · free to try: `search_episodes` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/figshare", "name": "Figshare", "kind": "mcp", "official": null, "desc": "Figshare MCP.", "repo": "https://github.com/pipeworx-io/mcp-figshare", "install": ["npm:@pipeworx/mcp-figshare", "https://gateway.pipeworx.io/figshare/mcp"], "stars": 0, "pushed": "2026-11-09T14:00:04Z", "license": "MIT", "plat": "figshare", "live": "Not checked (runs locally)"}, {"id": "mcp:com.finallyoffline.www/culture", "name": "Finally Offline", "kind": "mcp", "official": null, "desc": "Human culture news, trends and search across sports, music, fashion and streetwear.", "repo": null, "install": ["https://www.finallyoffline.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "human culture", "live": "Live · 3132 ms · 7 tools · free to try: `get_trending_topics` answered without a key (checked 2026-11-13)"}, {"id": "mcp:co.finalpeace/estate-planning", "name": "FinalPeace", "kind": "mcp", "official": null, "desc": "State document requirements for all 50 US states, an after-a-loss checklist, and a planning gap chec", "repo": null, "install": ["https://mcp.finalpeace.co/mcp?src=registry"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1224 ms · 4 tools · free to try: `find_state_document_requirements` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sepehr071/fipiran-mcp", "name": "Fipiran Funds", "kind": "mcp", "official": null, "desc": "Read-only Fipiran (fipiran.ir) data on Iranian mutual funds and ETFs: NAV, returns, size, managers.", "repo": "https://github.com/sepehr071/fipiran-mcp", "install": ["pypi:fipiran-mcp"], "stars": 0, "pushed": "2026-11-06T19:35:09Z", "license": "MIT", "plat": "fipiran funds", "live": "Not checked (runs locally)"}, {"id": "mcp:com.firenum/fire-planner", "name": "firenum retirement planner", "kind": "mcp", "official": null, "desc": "When can you retire? A FIRE plan from your numbers, graded by Monte Carlo and every year since 1872.", "repo": null, "install": ["https://firenum.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "firenum retirement planner", "live": "Live · 616 ms · 1 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/fjc-case-outcomes", "name": "Fjc Case Outcomes", "kind": "mcp", "official": null, "desc": "Federal Judicial Center (FJC), Integrated Database — federal case outcomes (fleet #3271).…", "repo": "https://github.com/pipeworx-io/mcp-fjc-case-outcomes", "install": ["npm:@pipeworx/mcp-fjc-case-outcomes", "https://gateway.pipeworx.io/fjc-case-outcomes/mcp"], "stars": 0, "pushed": "2026-11-09T14:00:28Z", "license": "MIT", "plat": "fjc", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/fjc-judges", "name": "Fjc Judges", "kind": "mcp", "official": null, "desc": "FJC Judges — the Federal Judicial Center's Biographical Directory of Article III federal judges…", "repo": "https://github.com/pipeworx-io/mcp-fjc-judges", "install": ["npm:@pipeworx/mcp-fjc-judges", "https://gateway.pipeworx.io/fjc-judges/mcp"], "stars": 0, "pushed": "2026-11-09T14:00:31Z", "license": "MIT", "plat": "fjc", "live": "Not checked (runs locally)"}, {"id": "mcp:io.fless/mcp", "name": "Fless Apartment Hunt", "kind": "mcp", "official": null, "desc": "Apartment hunting across 16 US states: rents, briefs, hunt links.", "repo": "https://github.com/fless-io/skills", "install": ["https://mcp.fless.io/mcp"], "stars": 0, "pushed": "2026-11-11T21:48:43Z", "license": "MIT", "plat": "fless apartment hunt", "live": "Live · 2950 ms · 19 tools · free to try: `get_neighborhood` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.flogvit/bible", "name": "FLOGVIT.bible", "kind": "mcp", "official": null, "desc": "Read and search the Bible: translations, Hebrew and Greek, study notes, church year and timeline.", "repo": "https://github.com/flogvit/bible.flogvit.com", "install": ["https://mcp.bible.flogvit.com/mcp"], "stars": 0, "pushed": "2026-11-13T00:26:06Z", "license": null, "plat": "bible", "live": "Live · 2808 ms · 21 tools · free to try: `get_passage` answered without a key (checked 2026-11-13)"}, {"id": "mcp:pro.focuspulse/focuspulse", "name": "FocusPulse", "kind": "mcp", "official": null, "desc": "India and US news stories linked to listed companies, commodities and indices, with sources.", "repo": null, "install": ["https://mcp.focuspulse.pro/mcp"], "stars": null, "pushed": null, "license": null, "plat": "focuspulse", "live": "Live · 30840 ms · 4 tools · free to try: `get_instrument_stories` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.GoodTurnStudio/formguide", "name": "Form Guide", "kind": "mcp", "official": null, "desc": "Football form, fixtures, results and tables for six top European leagues.", "repo": "https://github.com/GoodTurnStudio/goodturn-mcp", "install": ["https://goodturn-mcp.pages.dev/formguide/mcp"], "stars": 0, "pushed": "2026-10-04T00:31:38Z", "license": "MIT", "plat": "football", "live": "Live · 1767 ms · 5 tools · free to try: `get_results` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.fotosize/fotosize", "name": "fotosize", "kind": "mcp", "official": null, "desc": "Passport, visa and ID photo sizes, head size and background rules from official sources.", "repo": null, "install": ["https://fotosize.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "fotosize", "live": "Live · 1152 ms · 2 tools · free to try: `list_photo_specs` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/fragile-states-index", "name": "Fragile States Index", "kind": "mcp", "official": null, "desc": "Fragile States Index — annual country fragility score and rank, for country-risk context alongside…", "repo": "https://github.com/pipeworx-io/mcp-fragile-states-index", "install": ["npm:@pipeworx/mcp-fragile-states-index", "https://gateway.pipeworx.io/fragile-states-index/mcp"], "stars": 0, "pushed": "2026-11-09T14:01:43Z", "license": "MIT", "plat": "fragile states index", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.freederia/rcri-discovery", "name": "Freederia Research Catalog", "kind": "mcp", "official": null, "desc": "Find published computational research and read its test coverage, evidence and limitations.", "repo": null, "install": ["https://catalog.freederia.com/mcp/discovery"], "stars": null, "pushed": null, "license": null, "plat": "freederia", "live": "Live · 5127 ms · 3 tools · free to try: `search_public_records` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.fronresearch/agent-api", "name": "Fron Research Agent API", "kind": "mcp", "official": null, "desc": "Venue demand data (saunas, bowling, trampoline, golf sims, pickleball): query rows, no key needed.", "repo": null, "install": ["https://fronresearch.com/api/agent"], "stars": null, "pushed": null, "license": null, "plat": "venue demand", "live": "Live · 1280 ms · 4 tools · free to try: `about` answered without a key (checked 2026-11-13)"}, {"id": "mcp:co.frontierresearch/frontier", "name": "Frontier: evidence-scored science breakthroughs", "kind": "mcp", "official": null, "desc": "New papers from Nature, Science, Cell, NEJM and other top journals, scored on evidence and novelty.", "repo": null, "install": ["https://frontierresearch.co/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "nature, science, cell, nejm", "live": "Live · 2703 ms · 5 tools · free to try: `search_breakthroughs` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/fuel-prices", "name": "Fuel Prices", "kind": "mcp", "official": null, "desc": "Retail petrol, diesel and LPG prices across Europe, by country and week.", "repo": "https://github.com/pipeworx-io/mcp-fuel-prices", "install": ["npm:@pipeworx/mcp-fuel-prices", "https://gateway.pipeworx.io/fuel-prices/mcp"], "stars": 0, "pushed": "2026-11-09T14:02:18Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.gusmaogabriels/personal", "name": "Gabriel S. Gusmao: Research and Scientific CLIs", "kind": "mcp", "official": null, "desc": "Gabriel S. Gusmao: scientific ML, papers, and local JAX CLIs: KINN, Optinpy, mkin4py, xl2py.", "repo": null, "install": ["https://www.gabrielgusmao.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "research", "live": "Live · 1892 ms · 8 tools · free to try: `get_expertise` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.gameindustrylibrary/gil", "name": "Game Industry Library", "kind": "mcp", "official": null, "desc": "Search 300+ game industry reports with hybrid search, claims, charts, and citations.", "repo": "https://github.com/DerpBicycle/gil-mcp-bridge", "install": ["https://gameindustrylibrary.com/api/mcp"], "stars": 0, "pushed": "2026-10-29T09:01:50Z", "license": "MIT", "plat": "game industry", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.eacpartners/genealogy", "name": "Genealogy", "kind": "mcp", "official": null, "desc": "Reads and edits local GEDCOM/BegatAll over stdio. Living people shown unless you hide them.", "repo": null, "install": ["npm:@eacpartners/genealogy-mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.AETHER-CORE1219/genesis-astro", "name": "GenesisCore Astrology (Western + Vedic)", "kind": "mcp", "official": null, "desc": "Free Western and Vedic astrology: signs, nakshatra, Ascendant, retrogrades, ingresses.", "repo": "https://github.com/AETHER-CORE1219/genesis-astro-mcp", "install": ["https://genesis-astro-guide-r2owtywexa-an.a.run.app/mcp"], "stars": 0, "pushed": "2026-11-14T03:33:22Z", "license": "MIT", "plat": "", "live": "Live · 1952 ms · 4 tools · free to try: `get_retrograde_periods` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.ianderso/german-archives-mcp", "name": "German Archives (DDB; BW, NRW, Rhineland-Palatinate and Hesse registers)", "kind": "mcp", "official": null, "desc": "German archive finding aids (DDB); civil and church registers of BW, NRW, RLP and Hesse.", "repo": "https://github.com/ianderso/german-archives-mcp", "install": ["pypi:german-archives-mcp"], "stars": 0, "pushed": "2026-11-03T06:14:12Z", "license": "MIT", "plat": "ddb", "live": "Not checked (runs locally)"}, {"id": "mcp:it.giornatamondiale/world-days", "name": "Giornata Mondiale", "kind": "mcp", "official": null, "desc": "Italian world days: search, calendar dates, sources, published content and verification status.", "repo": null, "install": ["https://giornatamondiale.it/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1858 ms · 4 tools · free to try: `list_topics` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.GoodTurnStudio/gita", "name": "Gita Scroller", "kind": "mcp", "official": null, "desc": "The Bhagavad Gita a few verses a day in Sanskrit with English, any verse, and the whole Gita.", "repo": "https://github.com/GoodTurnStudio/goodturn-mcp", "install": ["https://goodturn-mcp.pages.dev/gita/mcp"], "stars": 0, "pushed": "2026-10-04T00:31:38Z", "license": "MIT", "plat": "bhagavad gita", "live": "Live · 1238 ms · 9 tools · free to try: `get_verse` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.shanethelion/glazing-mcp", "name": "GlaziersEdge Knowledge", "kind": "mcp", "official": null, "desc": "Commercial glass & glazing reference for AI agents: code limits, glass data, product equivalents.", "repo": "https://github.com/shanethelion/glazing-mcp", "install": ["https://glazing-mcp.glazingkb.workers.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 404 (checked 2026-11-13)"}, {"id": "mcp:com.goodmorningmaldives/newsroom", "name": "Good Morning Maldives", "kind": "mcp", "official": null, "desc": "Read-only Maldives news, researched entity records, source documents and economy data.", "repo": null, "install": ["https://www.goodmorningmaldives.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "maldives", "live": "Live · 2750 ms · 19 tools · free to try: `search_site` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.ianderso/gov-gazetteer-mcp", "name": "GOV Historical Gazetteer", "kind": "mcp", "official": null, "desc": "German historical gazetteer GOV: a place's name, Kreis, parish and Standesamt in any year.", "repo": "https://github.com/ianderso/gov-gazetteer-mcp", "install": ["pypi:gov-gazetteer-mcp"], "stars": 0, "pushed": "2026-11-03T21:12:34Z", "license": "MIT", "plat": "gov", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.wescorp/grandpasai", "name": "Grandpa's AI", "kind": "mcp", "official": null, "desc": "Search Grandpa's AI research on age reversal, robotics, AI, and space — 5 read-only MCP tools.", "repo": "https://github.com/wescorp/grandpasai-mcp", "install": ["https://grandpasai.com/mcp"], "stars": 0, "pushed": "2026-10-04T16:05:54Z", "license": "MIT", "plat": "", "live": "Live · 1521 ms · 5 tools · free to try: `search_research` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.greenlitbooks/catalog", "name": "Greenlit Books", "kind": "mcp", "official": null, "desc": "Search the Greenlit AI books, read any chapter one free, and look up the terms they define.", "repo": "https://github.com/greenlitbooks/mcp", "install": ["https://greenlitbooks.com/api/mcp"], "stars": 0, "pushed": "2026-10-03T15:17:47Z", "license": "MIT", "plat": "", "live": "Live · 4685 ms · 12 tools · free to try: `get_concept` answered without a key (checked 2026-11-13)"}, {"id": "mcp:ai.agentlookups/groundtruth", "name": "GroundTruth - Environmental Records", "kind": "mcp", "official": null, "desc": "Federal environmental records near any US location, with dates and provenance; never a safety score.", "repo": null, "install": ["https://env.agentlookups.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 469 ms · 4 tools (checked 2026-11-13)"}, {"id": "mcp:guide.gamedesigner/guide-registry", "name": "guide.gamedesigner/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://gamedesigner.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1841 ms · 11 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.governmentleader/guide-registry", "name": "guide.governmentleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://governmentleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1309 ms · 11 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.homegarden/guide-registry", "name": "guide.homegarden/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://homegarden.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1408 ms · 10 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.independence/guide-registry", "name": "guide.independence/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://independence.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1514 ms · 11 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.lawfirmleader/guide-registry", "name": "guide.lawfirmleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://lawfirmleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1835 ms · 10 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.localleader/guide-registry", "name": "guide.localleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://localleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2244 ms · 11 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.maintenanceleader/guide-registry", "name": "guide.maintenanceleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://maintenanceleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2104 ms · 10 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.manufacturingleader/guide-registry", "name": "guide.manufacturingleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://manufacturingleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1491 ms · 11 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.marketingleader/guide-registry", "name": "guide.marketingleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://marketingleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1443 ms · 11 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.mealprep/guide-registry", "name": "guide.mealprep/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://mealprep.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1977 ms · 10 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.militaryleader/guide-registry", "name": "guide.militaryleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://militaryleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1665 ms · 11 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.nonprofitleader/guide-registry", "name": "guide.nonprofitleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://nonprofitleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3010 ms · 11 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.nurseleader/guide-registry", "name": "guide.nurseleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://nurseleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1678 ms · 10 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.officeleader/guide-registry", "name": "guide.officeleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://officeleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1434 ms · 10 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.peopleleader/guide-registry", "name": "guide.peopleleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://peopleleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1905 ms · 11 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.photographer/guide-registry", "name": "guide.photographer/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://photographer.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2328 ms · 10 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.pokerplayer/guide-registry", "name": "guide.pokerplayer/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://pokerplayer.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1977 ms · 11 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.practiceleader/guide-registry", "name": "guide.practiceleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://practiceleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1701 ms · 10 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.restaurantleader/guide-registry", "name": "guide.restaurantleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://restaurantleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1763 ms · 10 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.restaurantowner/guide-registry", "name": "guide.restaurantowner/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://restaurantowner.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1622 ms · 10 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.schoolleader/guide-registry", "name": "guide.schoolleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://schoolleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1647 ms · 11 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.scienceleader/guide-registry", "name": "guide.scienceleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://scienceleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1958 ms · 11 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.selfhelp/guide-registry", "name": "guide.selfhelp/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://selfhelp.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1877 ms · 10 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.sportscoach/guide-registry", "name": "guide.sportscoach/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://sportscoach.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1981 ms · 11 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.startupleader/guide-registry", "name": "guide.startupleader/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://startupleader.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1432 ms · 11 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.strengthtraining/guide-registry", "name": "guide.strengthtraining/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://strengthtraining.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1480 ms · 10 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:guide.thetalk/guide-registry", "name": "guide.thetalk/guide-registry", "kind": "mcp", "official": null, "desc": "Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.", "repo": "https://github.com/people-analyst/bicycle-guide", "install": ["https://thetalk.guide/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1499 ms · 11 tools · free to try: `list_answers` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/hal-fr", "name": "Hal Fr", "kind": "mcp", "official": null, "desc": "HAL (Hyper Articles en Ligne) MCP — French national open research archive.", "repo": "https://github.com/pipeworx-io/mcp-hal-fr", "install": ["npm:@pipeworx/mcp-hal-fr", "https://gateway.pipeworx.io/hal-fr/mcp"], "stars": 0, "pushed": "2026-11-09T14:06:48Z", "license": "MIT", "plat": "hal", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.GoodTurnStudio/halalornot", "name": "Halal or Not", "kind": "mcp", "official": null, "desc": "Is it halal? Food, medicines, stocks, funds and crypto, with a verdict for each of the four schools.", "repo": "https://github.com/GoodTurnStudio/goodturn-mcp", "install": ["https://goodturn-mcp.pages.dev/halalornot/mcp"], "stars": 0, "pushed": "2026-10-04T00:31:38Z", "license": "MIT", "plat": "religious", "live": "Live · 1527 ms · 13 tools · free to try: `list_topics` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.EzkielynaGroup/mcp-hari-libur-indonesia", "name": "Hari Libur Indonesia", "kind": "mcp", "official": null, "desc": "Indonesian holidays and cuti bersama 2025-2027 (SKB 3 Menteri) plus working-day math. Offline.", "repo": "https://github.com/EzkielynaGroup/mcp-hari-libur-indonesia", "install": ["npm:mcp-hari-libur-indonesia"], "stars": 0, "pushed": "2026-11-12T04:03:34Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/hathitrust", "name": "Hathitrust", "kind": "mcp", "official": null, "desc": "HathiTrust Bibliographic API MCP.", "repo": "https://github.com/pipeworx-io/mcp-hathitrust", "install": ["npm:@pipeworx/mcp-hathitrust", "https://gateway.pipeworx.io/hathitrust/mcp"], "stars": 0, "pushed": "2026-11-09T14:07:02Z", "license": "MIT", "plat": "hathitrust", "live": "Not checked (runs locally)"}, {"id": "mcp:ai.hermitsh/texts", "name": "Hermitsh Texts", "kind": "mcp", "official": null, "desc": "Complete classical & world literature — search + cite exact passages, facing sources, 50+ languages.", "repo": null, "install": ["npm:@hermitsh/texts-mcp", "https://hermitsh.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "classical & world literature", "live": "Not checked (runs locally)"}, {"id": "mcp:app.hinducalendar/hinducalendar", "name": "HinduCalendar — panchang, festivals & muhurta", "kind": "mcp", "official": null, "desc": "Daily panchang, festivals, muhurta and birth details, identical to the HinduCalendar Android app.", "repo": null, "install": ["https://hinducalendar.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3065 ms · 5 tools · free to try: `get_birth_details` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.hispanic-legacy/hispanic-legacy", "name": "Hispanic Legacy", "kind": "mcp", "official": null, "desc": "Spain's contributions to world science, exploration and culture, rigorously sourced", "repo": "https://github.com/citarium/hispanic-legacy-mcp", "install": ["https://hispanic-legacy.com/mcp?via=manifest"], "stars": 0, "pushed": "2026-09-07T05:24:29Z", "license": "CC-BY-4.0", "plat": "", "live": "Live · 13147 ms · 9 tools · free to try: `get_latest` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/historical-baseball", "name": "Historical Baseball", "kind": "mcp", "official": null, "desc": "historical-baseball -- MLB history from Retrosheet game logs and the SABR Lahman Baseball Database…", "repo": "https://github.com/pipeworx-io/mcp-historical-baseball", "install": ["npm:@pipeworx/mcp-historical-baseball", "https://gateway.pipeworx.io/historical-baseball/mcp"], "stars": 0, "pushed": "2026-11-09T14:07:54Z", "license": "MIT", "plat": "mlb, retrosheet, sabr lahman baseball da", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.alialtunar/hn-hiring-trends-mcp", "name": "HN Hiring Trends", "kind": "mcp", "official": null, "desc": "Skill demand trends, salaries and job search from Hacker News Who is hiring threads. No API keys.", "repo": "https://github.com/alialtunar/hn-hiring-trends-mcp", "install": ["pypi:hn-hiring-trends-mcp"], "stars": 0, "pushed": "2026-10-01T12:45:43Z", "license": "MIT", "plat": "hacker news", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/holidays", "name": "Holidays", "kind": "mcp", "official": null, "desc": "Holidays MCP — wraps Nager.Date API (free, no auth)", "repo": "https://github.com/pipeworx-io/mcp-holidays", "install": ["npm:@pipeworx/mcp-holidays", "https://gateway.pipeworx.io/holidays/mcp"], "stars": 0, "pushed": "2026-11-09T14:08:14Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Steven3265/homechecker-guides", "name": "Homechecker Guides", "kind": "mcp", "official": null, "desc": "Homechecker's professionally authored Australian homebuyer guides: search, cite, build checklists.", "repo": "https://github.com/Steven3265/homechecker-guides-mcp", "install": ["https://mcp.homechecker.com.au/mcp"], "stars": 0, "pushed": "2026-11-05T01:42:00Z", "license": "MIT", "plat": "homechecker", "live": "Live · 1288 ms · 4 tools · free to try: `search_guides` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.buyhongkonginsurance/neutral-data", "name": "Hong Kong Insurance Connect", "kind": "mcp", "official": null, "desc": "Read-only sourced Hong Kong insurance facts and referral links. No product recommendations.", "repo": null, "install": ["https://buyhongkonginsurance.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1936 ms · 6 tools · `get_insurer` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:app.horoscoop/horoscoop", "name": "horoscoop.app", "kind": "mcp", "official": null, "desc": "Nederlandstalige horoscopen: dag, week, maand en jaar per sterrenbeeld, match, maan en hemel.", "repo": null, "install": ["https://horoscoop.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1465 ms · 9 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/doi-url", "name": "https://doi.org/ URL shape, value discarded", "kind": "mcp", "official": null, "desc": "https://doi.org/ URL shape, value discarded", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/doi-url/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "doi", "live": "Live · 1693 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.k4771kim/human-design-api", "name": "Human Design API (Human Design Hub)", "kind": "mcp", "official": null, "desc": "JPL-referenced Human Design charts for AI agents: bodygraph, transit, composite, Penta, DreamRave.", "repo": null, "install": ["https://api.humandesignhub.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "human design hub", "live": "Live · 1075 ms · 6 tools · `get_transit` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:com.roxyapi/human-design", "name": "Human Design MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "Human Design bodygraph, type, authority, profile, gates and channels for AI agents.", "repo": null, "install": ["https://roxyapi.com/mcp/human-design"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2609 ms · 12 tools (checked 2026-11-13)"}, {"id": "mcp:app.hypepaper/hypepaper", "name": "HypePaper", "kind": "mcp", "official": null, "desc": "State of the art, trending papers, benchmarks, citations and topic experts from HypePaper.", "repo": null, "install": ["https://api.hypepaper.app/api/v1/mcp"], "stars": null, "pushed": null, "license": null, "plat": "hypepaper", "live": "Live · 1895 ms · 58 tools · `fetch` asked for an API key (checked 2026-11-15)"}, {"id": "mcp:rocks.iching/hexagram-mcp", "name": "I Ching Hexagram MCP", "kind": "mcp", "official": null, "desc": "Public, read-only MCP over the complete 64-hexagram I Ching corpus. Deterministic lookup only.", "repo": null, "install": ["https://mcp.iching.rocks/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1129 ms · 10 tools · free to try: `list_trigrams` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.roxyapi/iching", "name": "I Ching MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "I Ching hexagram casts, 64 hexagram meanings and changing lines for AI agents.", "repo": null, "install": ["https://roxyapi.com/mcp/iching"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2599 ms · 9 tools (checked 2026-11-13)"}, {"id": "mcp:org.iarccum/archive", "name": "IARCCUM Archive of Anglican-Roman Catholic Dialogue", "kind": "mcp", "official": null, "desc": "Read-only access to public records on Anglican-Roman Catholic dialogue in the IARCCUM Archive.", "repo": null, "install": ["https://iarccum.org/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3529 ms · 8 tools · free to try: `search_names` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/iati-datastore", "name": "Iati Datastore", "kind": "mcp", "official": null, "desc": "International aid activities (IATI Datastore) — search every published aid and development…", "repo": "https://github.com/pipeworx-io/mcp-iati-datastore", "install": ["npm:@pipeworx/mcp-iati-datastore", "https://gateway.pipeworx.io/iati-datastore/mcp"], "stars": 0, "pushed": "2026-11-09T14:09:34Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/icij-offshore-leaks", "name": "Icij Offshore Leaks", "kind": "mcp", "official": null, "desc": "ICIJ Offshore Leaks Database -- offshore entities, officers, intermediaries and the relationships…", "repo": "https://github.com/pipeworx-io/mcp-icij-offshore-leaks", "install": ["npm:@pipeworx/mcp-icij-offshore-leaks", "https://gateway.pipeworx.io/icij-offshore-leaks/mcp"], "stars": 0, "pushed": "2026-11-09T14:09:40Z", "license": "MIT", "plat": "icij", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/ieee-standards", "name": "Ieee Standards", "kind": "mcp", "official": null, "desc": "IEEE Xplore MCP — BYOK wrapper over the IEEE Xplore Metadata Search API…", "repo": "https://github.com/pipeworx-io/mcp-ieee-standards", "install": ["npm:@pipeworx/mcp-ieee-standards", "https://gateway.pipeworx.io/ieee-standards/mcp"], "stars": 0, "pushed": "2026-11-09T14:10:01Z", "license": "MIT", "plat": "ieee xplore", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/ietf-datatracker", "name": "Ietf Datatracker", "kind": "mcp", "official": null, "desc": "IETF Datatracker MCP.", "repo": "https://github.com/pipeworx-io/mcp-ietf-datatracker", "install": ["npm:@pipeworx/mcp-ietf-datatracker", "https://gateway.pipeworx.io/ietf-datatracker/mcp"], "stars": 0, "pushed": "2026-11-09T14:10:04Z", "license": "MIT", "plat": "ietf", "live": "Not checked (runs locally)"}, {"id": "mcp:com.ifa-wisdom/library", "name": "Ifá Wisdom — biblioteca de Ifá e Orixás", "kind": "mcp", "official": null, "desc": "Cited library on Ifá, the Orishas and Yoruba philosophy in 4 languages. Read-only; not an oracle.", "repo": "https://github.com/paboohwow-arch/ifa-wisdom", "install": ["https://www.ifa-wisdom.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "ifá and yoruba philosophy", "live": "Live · 1336 ms · 7 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.theguysaccount/impactline", "name": "ImpactLine public research", "kind": "mcp", "official": null, "desc": "Search public laws and implementation evidence with sources, scope limits and dated coverage.", "repo": "https://github.com/theguysaccount/mcp-catalog", "install": ["https://app.impactline.org/api/mcp"], "stars": 0, "pushed": "2026-10-31T09:28:23Z", "license": null, "plat": "public laws", "live": "Live · 21758 ms · 3 tools · free to try: `read_public_implementation` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.i-windenergy/website", "name": "Innovative Wind Energy (IWE)", "kind": "mcp", "official": null, "desc": "Search IWE's wind, grid integration and AI data center articles, projects and news.", "repo": null, "install": ["https://iwe-mcp.i-windenergy.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "innovative wind energy", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:one.insc/insc-one", "name": "insc.one — INSC.1 Citation Layer", "kind": "mcp", "official": null, "desc": "Bench-aware citator for Supreme Court of India precedent: verified INSC cites, extractive ratios.", "repo": "https://github.com/efilecoindev/efile", "install": ["https://insc.one/mcp"], "stars": null, "pushed": null, "license": null, "plat": "supreme court of india", "live": "Live · 4122 ms · 7 tools (checked 2026-11-13)"}, {"id": "mcp:bo.org.instantaneas/noticias", "name": "Instantáneas — noticias de Bolivia", "kind": "mcp", "official": null, "desc": "Noticias de Bolivia y del mundo, e historias de varios medios (Hilos), del periódico Instantáneas.", "repo": null, "install": ["https://www.instantaneas.org.bo/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1118 ms · 6 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.akarazhev/bitcoin-risk-brief", "name": "io.github.akarazhev/bitcoin-risk-brief", "kind": "mcp", "official": null, "desc": "Daily Bitcoin risk with freshness state on every response. Research context, not advice.", "repo": "https://github.com/akarazhev/bitcoin-risk-brief", "install": ["npm:@akarazhev/bitcoin-risk-brief-mcp"], "stars": 0, "pushed": "2026-11-01T17:37:09Z", "license": "Apache-2.0", "plat": "github", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.AnonymousOnyx22/paper-finder-student-mcp", "name": "io.github.AnonymousOnyx22/paper-finder-student-mcp", "kind": "mcp", "official": null, "desc": "Academic paper search MCP server through OpenAlex. No key needed.", "repo": "https://github.com/AnonymousOnyx22/paper-finder-student-mcp", "install": ["npm:paper-finder-student-mcp"], "stars": 0, "pushed": "2026-11-01T15:05:53Z", "license": "MIT", "plat": "openalex", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.arj-89/worldref", "name": "io.github.arj-89/worldref", "kind": "mcp", "official": null, "desc": "Every country in Arabic and English: names, nationalities, dial codes, phone validation.", "repo": "https://github.com/arj-89/worldref", "install": ["npm:worldref"], "stars": 0, "pushed": "2026-11-10T09:33:57Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.arxivsub/arxivsub-mcp", "name": "io.github.arxivsub/arxivsub-mcp", "kind": "mcp", "official": null, "desc": "Search arXiv and major AI/ML/CV/NLP/robotics conference papers and their related work.", "repo": "https://github.com/arxivsub/arxivsub-mcp", "install": ["npm:arxivsub-mcp"], "stars": 0, "pushed": "2026-07-10T05:32:07Z", "license": "MIT", "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.ascanioUnderIndex/underindex", "name": "io.github.ascanioUnderIndex/underindex", "kind": "mcp", "official": null, "desc": "Verified records on 60 niche fashion subcultures for AI agents, $0.01 per lookup over x402", "repo": "https://github.com/ascanioUnderIndex/underindex-api", "install": ["npm:underindex-mcp"], "stars": 0, "pushed": "2026-11-03T08:21:33Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.AziizBg/altcheck", "name": "io.github.AziizBg/altcheck", "kind": "mcp", "official": null, "desc": "Find open-source alternatives to a tool and vet each live: VIABLE / RISKY / AVOID, with reasons.", "repo": "https://github.com/AziizBg/altcheck", "install": ["npm:altcheck"], "stars": 0, "pushed": "2026-11-11T17:31:56Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.bch1212/outdooriq-mcp", "name": "io.github.bch1212/outdooriq-mcp", "kind": "mcp", "official": null, "desc": "Paid MCP for fishing/lake/stocking intelligence — 72k+ US lakes, 293k+ events.", "repo": "https://github.com/bch1212/outdooriq-mcp", "install": ["https://mcp.castiq.net/mcp"], "stars": 0, "pushed": "2026-09-08T15:39:58Z", "license": "MIT", "plat": "us lakes", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.BharatDharmaAcademy/bda-mcp", "name": "io.github.BharatDharmaAcademy/bda-mcp", "kind": "mcp", "official": null, "desc": "Jyotish, Panchang, Hindu festival and Sanatan Dharma knowledge tools with citations.", "repo": "https://github.com/BharatDharmaAcademy/bda-mcp", "install": ["https://jyotish-api.bda.ai/mcp"], "stars": 0, "pushed": "2026-08-03T15:23:18Z", "license": "MIT", "plat": "sanatan dharma", "live": "Live · 1198 ms · 15 tools · free to try: `get_mantra_meaning` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.chrischall/alltrails-mcp", "name": "io.github.chrischall/alltrails-mcp", "kind": "mcp", "official": null, "desc": "Unofficial AllTrails MCP for Claude — search trails, get details, reviews, photos, saved lists", "repo": "https://github.com/chrischall/alltrails-mcp", "install": ["npm:alltrails-mcp"], "stars": 0, "pushed": "2026-11-11T16:45:25Z", "license": "MIT", "plat": "alltrails", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.chrischall/charlotteonthecheap-mcp", "name": "io.github.chrischall/charlotteonthecheap-mcp", "kind": "mcp", "official": null, "desc": "Charlotte On The Cheap MCP — free and cheap Charlotte events, deals and local guides", "repo": "https://github.com/chrischall/charlotteonthecheap-mcp", "install": ["npm:charlotteonthecheap-mcp"], "stars": 0, "pushed": "2026-11-11T19:43:40Z", "license": "MIT", "plat": "charlotte on the cheap", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.CloudCorpRecords/degreeroi", "name": "io.github.CloudCorpRecords/degreeroi", "kind": "mcp", "official": null, "desc": "U.S. college ROI data: 30-year NPV for 500 colleges, lifetime ROI for majors, best-value rankings.", "repo": "https://github.com/CloudCorpRecords/degreeroi", "install": ["npm:@reneturcios/degreeroi", "oci:ghcr.io/cloudcorprecords/degreeroi:0.1.0"], "stars": 0, "pushed": "2026-11-04T03:06:07Z", "license": "MIT", "plat": "u.s. college roi data", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.CloudCorpRecords/elemindex", "name": "io.github.CloudCorpRecords/elemindex", "kind": "mcp", "official": null, "desc": "Research-intensity trends, papers and metrics for the 118 chemical elements and topics.", "repo": "https://github.com/CloudCorpRecords/elemindex", "install": ["npm:@reneturcios/elemindex", "oci:ghcr.io/cloudcorprecords/elemindex:0.1.0"], "stars": 0, "pushed": "2026-11-04T21:05:09Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.CloudCorpRecords/paperport", "name": "io.github.CloudCorpRecords/paperport", "kind": "mcp", "official": null, "desc": "Search and read arXiv papers, with local paper storage.", "repo": "https://github.com/CloudCorpRecords/paperport", "install": ["npm:@reneturcios/paperport", "oci:ghcr.io/cloudcorprecords/paperport:0.1.0"], "stars": 0, "pushed": "2026-10-30T21:38:40Z", "license": "MIT", "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.CloudCorpRecords/viewdaily", "name": "io.github.CloudCorpRecords/viewdaily", "kind": "mcp", "official": null, "desc": "Daily research views on assets, macro themes and central banks from 200+ sources.", "repo": "https://github.com/CloudCorpRecords/viewdaily", "install": ["npm:@reneturcios/viewdaily", "oci:ghcr.io/cloudcorprecords/viewdaily:0.1.0"], "stars": 0, "pushed": "2026-11-04T12:52:18Z", "license": "MIT", "plat": "macro themes", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.cryptomfer/cc0company-mcp", "name": "io.github.cryptomfer/cc0company-mcp", "kind": "mcp", "official": null, "desc": "cc0pedia CC0 database + cc0.company agent services as MCP tools, paid per call via x402 on Base.", "repo": "https://github.com/cryptomfer/cc0company-mcp", "install": ["https://cc0.company/api/mcp"], "stars": 0, "pushed": "2026-06-29T21:26:20Z", "license": "NOASSERTION", "plat": "", "live": "Live · 1708 ms · 32 tools · `cc0pedia-search` asked for payment (checked 2026-11-13)"}, {"id": "mcp:io.github.dangamsoft/cafe-mcp", "name": "io.github.dangamsoft/cafe-mcp", "kind": "mcp", "official": null, "desc": "Saju & BaZi (Four Pillars) charts, luck cycles, manseryeok and classics. Free with sign-in.", "repo": "https://github.com/dangamsoft/cafe-mcp", "install": ["https://mcp.24plus.ai.kr/mcp"], "stars": 0, "pushed": "2026-11-08T12:53:25Z", "license": "Apache-2.0", "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.davidmosiah/uap-pulse", "name": "io.github.davidmosiah/uap-pulse", "kind": "mcp", "official": null, "desc": "Search and map the Pentagon UAP/UFO releases plus curated official archives from 12 nations.", "repo": "https://github.com/davidmosiah/uap-pulse", "install": ["npm:uap-pulse"], "stars": 0, "pushed": "2026-08-29T10:43:23Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.devp1/personalinsights-feed", "name": "io.github.devp1/personalinsights-feed", "kind": "mcp", "official": null, "desc": "AI-classified tech/investor news feed with editorial verdicts, entities, and theses.", "repo": "https://github.com/devp1/Personal_Insights", "install": ["npm:personalinsights-feed-mcp"], "stars": null, "pushed": null, "license": null, "plat": "tech/investor news", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.dodopok/estevao-mcp", "name": "io.github.dodopok/estevao-mcp", "kind": "mcp", "official": null, "desc": "Anglican liturgical calendar, lectionary and Daily Office (Book of Common Prayer) via Estêvão API", "repo": "https://github.com/dodopok/estevao-mcp", "install": ["npm:estevao-mcp", "https://mcp.caminhoanglicano.com.br/mcp"], "stars": 0, "pushed": "2026-08-26T13:30:39Z", "license": "MIT", "plat": "estêvão api", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.gabrielmahia/church-mcp", "name": "io.github.gabrielmahia/church-mcp", "kind": "mcp", "official": null, "desc": "Kenya faith-community reference: dioceses, denominations, Muslim community, registration. Sample.", "repo": "https://github.com/gabrielmahia/church-mcp", "install": ["pypi:church-mcp"], "stars": 0, "pushed": "2026-11-10T22:04:12Z", "license": "MIT", "plat": "kenya", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.gabrielmahia/decision-intelligence-mcp", "name": "io.github.gabrielmahia/decision-intelligence-mcp", "kind": "mcp", "official": null, "desc": "Public-domain military strategy and philosophy texts as MCP tools: Sun Tzu, Napoleon and more.", "repo": "https://github.com/gabrielmahia/decision-intelligence-mcp", "install": ["pypi:decision-intelligence-mcp"], "stars": 0, "pushed": "2026-11-10T22:04:13Z", "license": "MIT", "plat": "military strategy", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.gabrielmahia/historia-mcp", "name": "io.github.gabrielmahia/historia-mcp", "kind": "mcp", "official": null, "desc": "Kenya and East Africa history reference: timeline, leaders, heritage sites, ethnic groups, archives.", "repo": "https://github.com/gabrielmahia/historia-mcp", "install": ["pypi:historia-mcp"], "stars": 0, "pushed": "2026-11-10T22:04:14Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.gabrielmahia/tafsiri-mcp", "name": "io.github.gabrielmahia/tafsiri-mcp", "kind": "mcp", "official": null, "desc": "Swahili, Kikuyu and Luo civic glossaries and language guides for Kenya. Small reference sets.", "repo": "https://github.com/gabrielmahia/tafsiri-mcp", "install": ["pypi:tafsiri-mcp"], "stars": 0, "pushed": "2026-11-10T22:04:21Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.HyosikPark/wiki-summary", "name": "io.github.HyosikPark/wiki-summary", "kind": "mcp", "official": null, "desc": "Concise English Wikipedia summaries — paid per call (x402/credits), 1 tools", "repo": null, "install": ["https://hawker-gateway.fly.dev/mcp/wiki-summary"], "stars": null, "pushed": null, "license": null, "plat": "wikipedia", "live": "Down · URLError: <urlopen error [SSL: UNEXPECTED_EOF_WHILE_READING] EOF occurred in violation of protocol (_ssl.c:108 (checked 2026-11-13)"}, {"id": "mcp:io.github.ilo415/research", "name": "io.github.ilo415/research", "kind": "mcp", "official": null, "desc": "AI research for agents. Company intel, competitor analysis, web scraping, topic dives. Pay via MPP.", "repo": "https://github.com/ilo415/research-mcp", "install": ["npm:ilo415-research-mcp"], "stars": null, "pushed": null, "license": null, "plat": "ai agent", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.infoinlet-marketplace/mcp-time", "name": "io.github.infoinlet-marketplace/mcp-time", "kind": "mcp", "official": null, "desc": "Time & date for AI agents — timezones, conversion, date math, diffs, cron, business days.", "repo": "https://github.com/infoinlet-marketplace/marketplace", "install": ["npm:@infoinlet/mcp-time"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Iqbalahmed7/simulatte", "name": "io.github.Iqbalahmed7/simulatte", "kind": "mcp", "official": null, "desc": "Run synthetic research studies from any MCP client. 25+ SKUs + cross-study insights.", "repo": "https://github.com/Iqbalahmed7/simulatte-mcp-server", "install": ["npm:@simulatte-io/mcp-server"], "stars": 0, "pushed": "2026-10-17T02:18:51Z", "license": "MIT", "plat": "synthetic research", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.JienWeng/x402-osint", "name": "io.github.JienWeng/x402-osint", "kind": "mcp", "official": null, "desc": "Pay-per-call OSINT for AI agents: username + email recon in USDC on Base via x402.", "repo": null, "install": ["https://x402-osint.tail66f665.ts.net:8443/sse"], "stars": null, "pushed": null, "license": null, "plat": "x402", "live": "Down · URLError: <urlopen error [Errno 11001] getaddrinfo failed> (checked 2026-11-13)"}, {"id": "mcp:io.github.joepangallo/mcp-server-research-signals", "name": "io.github.joepangallo/mcp-server-research-signals", "kind": "mcp", "official": null, "desc": "Scored trend intelligence from HN, Reddit, ArXiv, and GitHub.", "repo": "https://github.com/joepangallo/research-signal-api", "install": ["npm:mcp-server-research-signals"], "stars": null, "pushed": null, "license": null, "plat": "hn, reddit, arxiv, github", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.kairosastro-sketch/mcp-ephemeris", "name": "io.github.kairosastro-sketch/mcp-ephemeris", "kind": "mcp", "official": null, "desc": "NASA-validated computed planetary positions for your AI: 19 astrology tools, never hallucinated.", "repo": "https://github.com/kairosastro-sketch/mcp-ephemeris", "install": ["npm:@cosmosos/mcp-ephemeris"], "stars": 0, "pushed": "2026-07-21T14:29:12Z", "license": "NOASSERTION", "plat": "nasa", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.karandaid/karandeepsingh-blog", "name": "io.github.karandaid/karandeepsingh-blog", "kind": "mcp", "official": null, "desc": "Search and read Karandeep Singh's DevOps and AWS blog: articles and cheatsheets.", "repo": "https://github.com/karandaid/hugov2.karandeepsingh.ca", "install": ["https://karandeepsingh.ca/mcp"], "stars": null, "pushed": null, "license": null, "plat": "github", "live": "Live · 1568 ms · 11 tools · free to try: `get_commands` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.Kindora-PBC/foundation-discovery", "name": "io.github.Kindora-PBC/foundation-discovery", "kind": "mcp", "official": null, "desc": "Foundation discovery and grant intelligence for nonprofits. 174K+ US funders, IRS 990 data.", "repo": "https://github.com/Kindora-PBC/kindora", "install": ["https://mcp.kindora.co/mcp"], "stars": null, "pushed": null, "license": null, "plat": "irs", "live": "Live · 2518 ms · 17 tools · free to try: `get_990_summary` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.KojimaHyui01/ja-normalize", "name": "io.github.KojimaHyui01/ja-normalize", "kind": "mcp", "official": null, "desc": "Holidays/business days for 200+ countries; Japanese address, name, bank and company normalization.", "repo": "https://github.com/KojimaHyui01/x402-ja-api", "install": ["npm:ja-normalize-mcp"], "stars": 0, "pushed": "2026-09-14T02:07:05Z", "license": null, "plat": "ja-normalize", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Kotaro-Studio/curanz-sounds", "name": "io.github.Kotaro-Studio/curanz-sounds", "kind": "mcp", "official": null, "desc": "生年月日から占いを計算して答える。星座・九星気学の本命星と年盤・四柱推命の日干と流年・天中殺・数秘術の個人年。出生時刻は不要。古典の暦法による計算。", "repo": "https://github.com/Kotaro-Studio/curanz-sounds", "install": ["https://curanzsounds.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "kotaro-studio", "live": "Live · 2919 ms · 1 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.Kotaro-Studio/kurashigram", "name": "io.github.Kotaro-Studio/kurashigram", "kind": "mcp", "official": null, "desc": "日本の暮らしの値段を毎日調べて答える。日用品・家電の最安値、81市の物価、ふるさと納税、給付の手引き。出典つき、推定なし。", "repo": "https://github.com/Kotaro-Studio/kurashigram", "install": ["https://kurashigram.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "japan", "live": "Live · 651 ms · 42 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.ldshaf/daily-scripture-mcp", "name": "io.github.ldshaf/daily-scripture-mcp", "kind": "mcp", "official": null, "desc": "Daily Bible verse and reflection for morning briefs. Conservative evangelical perspective. ESV.", "repo": "https://github.com/ldshaf/daily-scripture-mcp", "install": ["https://hxoqbbfgkrbzumjczeef.supabase.co/functions/v1/mcp-daily-scripture"], "stars": 0, "pushed": "2026-09-22T15:49:44Z", "license": null, "plat": "bible", "live": "Live · 2074 ms · 1 tools · free to try: `get_daily_scripture` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.malkreide/swiss-cultural-heritage-mcp", "name": "io.github.malkreide/swiss-cultural-heritage-mcp", "kind": "mcp", "official": null, "desc": "Swiss cultural heritage: SIKART artists, Nationalmuseum, Helveticat, Memobase, Dodis", "repo": "https://github.com/malkreide/swiss-cultural-heritage-mcp", "install": ["pypi:swiss-cultural-heritage-mcp"], "stars": 0, "pushed": "2026-11-13T05:12:00Z", "license": "MIT", "plat": "sikart", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mark-brannan/colregs-mcp", "name": "io.github.mark-brannan/colregs-mcp", "kind": "mcp", "official": null, "desc": "Not for navigation. Pre-release preview: COLREGS Part C night lights, international text only.", "repo": "https://github.com/mark-brannan/colregs-mcp", "install": ["npm:colregs-mcp"], "stars": 0, "pushed": "2026-11-13T01:19:32Z", "license": "AGPL-3.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.MelMayssonOwen/prayer-in-hand", "name": "io.github.MelMayssonOwen/prayer-in-hand", "kind": "mcp", "official": null, "desc": "Public prayer guide discovery, guide details and a three-pause daily reflection rhythm.", "repo": null, "install": ["https://prayerinhand.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1402 ms · 3 tools · free to try: `search_prayer_guides` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.MissPris2023/ifadiscovery", "name": "io.github.MissPris2023/ifadiscovery", "kind": "mcp", "official": null, "desc": "Personalised Yoruba cosmology orientation report, rooted in Ifa and Isese tradition.", "repo": null, "install": ["https://ifadiscovery.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2703 ms · 3 tools · free to try: `list_blog_articles` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.mlintangmz2765/scholar", "name": "io.github.mlintangmz2765/scholar", "kind": "mcp", "official": null, "desc": "Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) with PDF vision.", "repo": "https://github.com/mlintangmz2765/Scholar-MCP", "install": ["pypi:scholar-academic-mcp"], "stars": 0, "pushed": "2026-05-05T05:57:53Z", "license": "MIT", "plat": "academic", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/acl-anthology-mcp", "name": "io.github.mrfentmen/acl-anthology-mcp", "kind": "mcp", "official": null, "desc": "ACL Anthology: 100k+ computational-linguistic MCP: real tools for real work.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/acl-anthology-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "acl anthology", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/aixm-mcp", "name": "io.github.mrfentmen/aixm-mcp", "kind": "mcp", "official": null, "desc": "AIXM MCP: parse aeronautical data, validate features, ids and designators.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/aixm-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "aixm", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/aladhan-mcp", "name": "io.github.mrfentmen/aladhan-mcp", "kind": "mcp", "official": null, "desc": "AlAdhan: daily Islamic prayer times by city, with method and timezone - keyless.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/aladhan-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "aladhan", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/alquran-mcp", "name": "io.github.mrfentmen/alquran-mcp", "kind": "mcp", "official": null, "desc": "AlQuran Cloud: Quran surahs, verses and English translations - keyless.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/alquran-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "alquran", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/bible-api-mcp", "name": "io.github.mrfentmen/bible-api-mcp", "kind": "mcp", "official": null, "desc": "Read Bible verses and passages in 30+ translations, with reference lookup and a random verse", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/bible-api-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "bible", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/bible-mcp", "name": "io.github.mrfentmen/bible-mcp", "kind": "mcp", "official": null, "desc": "Bible in one place: verse references, phrase search, and full KJV chapters. No key required.", "repo": "https://github.com/mrfentmen/bible-mcp", "install": ["npm:bible-mcp"], "stars": null, "pushed": null, "license": null, "plat": "bible", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/biorxiv-mcp", "name": "io.github.mrfentmen/biorxiv-mcp", "kind": "mcp", "official": null, "desc": "Biology preprints from bioRxiv. No key required.", "repo": "https://github.com/mrfentmen/biorxiv-mcp", "install": ["npm:biorxiv-mcp"], "stars": null, "pushed": null, "license": null, "plat": "biorxiv", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/biostudies-mcp", "name": "io.github.mrfentmen/biostudies-mcp", "kind": "mcp", "official": null, "desc": "EBI BioStudies: search studies across life-science repositories and read their metadata - keyless.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/biostudies-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "biostudies", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/brewery-mcp", "name": "io.github.mrfentmen/brewery-mcp", "kind": "mcp", "official": null, "desc": "Brewery data from Open Brewery DB: name search, filter by city, state or type, full detail", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/brewery-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "open brewery db", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/cern-mcp", "name": "io.github.mrfentmen/cern-mcp", "kind": "mcp", "official": null, "desc": "Keyless MCP server for CERN Open Data: records, datasets, software, news.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:cern-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "cern", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/core-mcp", "name": "io.github.mrfentmen/core-mcp", "kind": "mcp", "official": null, "desc": "Academic search from CORE. No key required.", "repo": "https://github.com/mrfentmen/core-mcp", "install": ["npm:@mrfentmen/core-mcp"], "stars": null, "pushed": null, "license": null, "plat": "core", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/crossref-mcp", "name": "io.github.mrfentmen/crossref-mcp", "kind": "mcp", "official": null, "desc": "Crossref: search 160M+ scholarly works, DOIs, journals, authors and funders - keyless.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/crossref-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "crossref", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/datacite-mcp", "name": "io.github.mrfentmen/datacite-mcp", "kind": "mcp", "official": null, "desc": "Search research datasets and DOIs from DataCite. No key required.", "repo": "https://github.com/mrfentmen/datacite-mcp", "install": ["npm:datacite-mcp"], "stars": null, "pushed": null, "license": null, "plat": "datacite", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/datahub-countries-mcp", "name": "io.github.mrfentmen/datahub-countries-mcp", "kind": "mcp", "official": null, "desc": "Country codes, names, and regions from the DataHub country catalog. No key required.", "repo": "https://github.com/mrfentmen/datahub-countries-mcp", "install": ["npm:datahub-countries-mcp"], "stars": null, "pushed": null, "license": null, "plat": "datahub", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/dataone-mcp", "name": "io.github.mrfentmen/dataone-mcp", "kind": "mcp", "official": null, "desc": "DataONE: earth and environmental science data MCP: real tools for real work.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/dataone-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "dataone", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/dblp-mcp", "name": "io.github.mrfentmen/dblp-mcp", "kind": "mcp", "official": null, "desc": "Search computer science publications on DBLP. No key required.", "repo": "https://github.com/mrfentmen/dblp-mcp", "install": ["npm:dblp-mcp"], "stars": null, "pushed": null, "license": null, "plat": "dblp", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/doaj-mcp", "name": "io.github.mrfentmen/doaj-mcp", "kind": "mcp", "official": null, "desc": "Open access journals from DOAJ. No key required.", "repo": "https://github.com/mrfentmen/doaj-mcp", "install": ["npm:doaj-mcp"], "stars": null, "pushed": null, "license": null, "plat": "doaj", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/emdb-mcp", "name": "io.github.mrfentmen/emdb-mcp", "kind": "mcp", "official": null, "desc": "EBI Electron Microscopy Data Bank: search cryo-EM maps and read resolution and method", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/emdb-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "emdb", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/ensembl-mcp", "name": "io.github.mrfentmen/ensembl-mcp", "kind": "mcp", "official": null, "desc": "Genome lookup from Ensembl. No key required.", "repo": "https://github.com/mrfentmen/ensembl-mcp", "install": ["npm:ensembl-mcp"], "stars": null, "pushed": null, "license": null, "plat": "ensembl", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/eol-mcp", "name": "io.github.mrfentmen/eol-mcp", "kind": "mcp", "official": null, "desc": "Encyclopedia of Life species data. No key required.", "repo": "https://github.com/mrfentmen/eol-mcp", "install": ["npm:eol-mcp"], "stars": null, "pushed": null, "license": null, "plat": "encyclopedia of life", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/exoplanet-mcp", "name": "io.github.mrfentmen/exoplanet-mcp", "kind": "mcp", "official": null, "desc": "NASA Exoplanet Archive: planet search, system planets, habitable candidates, discovery stats.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:exoplanet-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "nasa exoplanet archive", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/exoplanets-mcp", "name": "io.github.mrfentmen/exoplanets-mcp", "kind": "mcp", "official": null, "desc": "Confirmed exoplanets and their properties from the NASA Exoplanet Archive. No key required.", "repo": "https://github.com/mrfentmen/exoplanets-mcp", "install": ["npm:exoplanets-mcp"], "stars": null, "pushed": null, "license": null, "plat": "nasa exoplanet archive", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/f1-mcp", "name": "io.github.mrfentmen/f1-mcp", "kind": "mcp", "official": null, "desc": "Formula 1 history from the Jolpica/Ergast archive: seasons, schedules, results and standings", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/f1-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "ergast", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/fbi-crime-mcp", "name": "io.github.mrfentmen/fbi-crime-mcp", "kind": "mcp", "official": null, "desc": "Query the FBI Crime Data API: arrests, offenses, victims by state.", "repo": "https://github.com/mrfentmen/premium-mcps", "install": ["npm:fbi-crime-mcp"], "stars": null, "pushed": null, "license": null, "plat": "fbi crime data", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/fbi-wanted-mcp", "name": "io.github.mrfentmen/fbi-wanted-mcp", "kind": "mcp", "official": null, "desc": "FBI Wanted API: most wanted list, search, and top rewards. No key required.", "repo": "https://github.com/mrfentmen/fbi-wanted-mcp", "install": ["npm:fbi-wanted-mcp"], "stars": null, "pushed": null, "license": null, "plat": "fbi wanted", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/fda-510k-mcp", "name": "io.github.mrfentmen/fda-510k-mcp", "kind": "mcp", "official": null, "desc": "FDA 510(k) medical device clearances: search by device, applicant, product code or date - keyless.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/fda-510k-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "fda 510(k)", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/fdic-mcp", "name": "io.github.mrfentmen/fdic-mcp", "kind": "mcp", "official": null, "desc": "US bank data from the FDIC: search institutions by name, state or city and read assets, deposits", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/fdic-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "fdic", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/fec-mcp", "name": "io.github.mrfentmen/fec-mcp", "kind": "mcp", "official": null, "desc": "US campaign finance data from the FEC. No key required.", "repo": "https://github.com/mrfentmen/fec-mcp", "install": ["npm:fec-mcp"], "stars": null, "pushed": null, "license": null, "plat": "fec", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/federal-register-mcp", "name": "io.github.mrfentmen/federal-register-mcp", "kind": "mcp", "official": null, "desc": "Use this MCP server to Federal Register documents, rules, notices, and agencies. Tools include...", "repo": "https://github.com/mrfentmen/federal-register-mcp", "install": ["npm:@mrfentmen/federal-register-mcp"], "stars": 0, "pushed": "2026-08-08T23:33:47Z", "license": null, "plat": "federal register", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/fema-disasters-mcp", "name": "io.github.mrfentmen/fema-disasters-mcp", "kind": "mcp", "official": null, "desc": "US disaster declarations: search by state, type and date.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/fema-disasters-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "fema disasters", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/fema-mcp", "name": "io.github.mrfentmen/fema-mcp", "kind": "mcp", "official": null, "desc": "Federal disaster declarations and emergency data from FEMA. No key required.", "repo": "https://github.com/mrfentmen/fema-mcp", "install": ["npm:fema-mcp"], "stars": null, "pushed": null, "license": null, "plat": "fema", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/figshare-mcp", "name": "io.github.mrfentmen/figshare-mcp", "kind": "mcp", "official": null, "desc": "Search research articles and datasets on Figshare. No key required.", "repo": "https://github.com/mrfentmen/figshare-mcp", "install": ["npm:figshare-mcp"], "stars": null, "pushed": null, "license": null, "plat": "figshare", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/finalspace-mcp", "name": "io.github.mrfentmen/finalspace-mcp", "kind": "mcp", "official": null, "desc": "Final Space character data. No key required.", "repo": "https://github.com/mrfentmen/finalspace-mcp", "install": ["npm:finalspace-mcp"], "stars": null, "pushed": null, "license": null, "plat": "final space", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/fuel-economy-mcp", "name": "io.github.mrfentmen/fuel-economy-mcp", "kind": "mcp", "official": null, "desc": "Vehicle fuel economy ratings from the EPA. No key required.", "repo": "https://github.com/mrfentmen/fuel-economy-mcp", "install": ["npm:fuel-economy-mcp"], "stars": null, "pushed": null, "license": null, "plat": "epa", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/fueleconomy-mcp", "name": "io.github.mrfentmen/fueleconomy-mcp", "kind": "mcp", "official": null, "desc": "US EPA car MPG, CO2 and pump prices - no API key.", "repo": "https://github.com/mrfentmen/premium-mcps", "install": ["npm:@mrfentmen/fueleconomy-mcp"], "stars": null, "pushed": null, "license": null, "plat": "epa", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/hal-mcp", "name": "io.github.mrfentmen/hal-mcp", "kind": "mcp", "official": null, "desc": "HAL: search the French open archive for papers, authors and years - keyless.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/hal-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "hal", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/holidays-mcp", "name": "io.github.mrfentmen/holidays-mcp", "kind": "mcp", "official": null, "desc": "Nager and Open Holidays public holidays.", "repo": "https://github.com/mrfentmen/awesome-mcps", "install": ["npm:holidays-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "nager, open holidays", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/hpo-mcp", "name": "io.github.mrfentmen/hpo-mcp", "kind": "mcp", "official": null, "desc": "Search HPO phenotype terms, read definitions and explore the phenotype hierarchy - keyless.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/hpo-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "hpo", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/ietf-mcp", "name": "io.github.mrfentmen/ietf-mcp", "kind": "mcp", "official": null, "desc": "IETF documents, RFCs, Internet-Drafts, and working groups.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:ietf-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "ietf", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/inspire-hep-mcp", "name": "io.github.mrfentmen/inspire-hep-mcp", "kind": "mcp", "official": null, "desc": "INSPIRE-HEP particle physics literature: search papers, read records and find authors - keyless.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/inspire-hep-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "inspire-hep", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/inspirehep-mcp", "name": "io.github.mrfentmen/inspirehep-mcp", "kind": "mcp", "official": null, "desc": "INSPIRE-HEP: particle physics papers with authors, arXiv ids and citations - keyless.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/inspirehep-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "inspire-hep", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/ligo-mcp", "name": "io.github.mrfentmen/ligo-mcp", "kind": "mcp", "official": null, "desc": "Keyless MCP server for LIGO gravitational-wave catalogs: events, masses, distances.", "repo": "https://github.com/mrfentmen/awesome-mcps", "install": ["npm:ligo-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "ligo", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/mast-mcp", "name": "io.github.mrfentmen/mast-mcp", "kind": "mcp", "official": null, "desc": "Keyless MCP server for MAST: Hubble, Webb, TESS observations by sky position.", "repo": "https://github.com/mrfentmen/awesome-mcps", "install": ["npm:@mrfentmen/mast-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "mast", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/mets-mcp", "name": "io.github.mrfentmen/mets-mcp", "kind": "mcp", "official": null, "desc": "METS MCP: parse digital objects, validate files, structMap and file references.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/mets-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/mods-mcp", "name": "io.github.mrfentmen/mods-mcp", "kind": "mcp", "official": null, "desc": "MODS MCP: parse bibliographic records, validate titles, names and identifiers.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/mods-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/name-age-mcp", "name": "io.github.mrfentmen/name-age-mcp", "kind": "mcp", "official": null, "desc": "Estimate age and gender from a first name using Agify and Genderize. No key required.", "repo": "https://github.com/mrfentmen/name-age-mcp", "install": ["npm:name-age-mcp"], "stars": null, "pushed": null, "license": null, "plat": "agify and genderize", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/namsor-mcp", "name": "io.github.mrfentmen/namsor-mcp", "kind": "mcp", "official": null, "desc": "MCP server for NamSor: infer gender, country MCP: real tools for real work.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:namsor-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "namsor", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/nationalize-mcp", "name": "io.github.mrfentmen/nationalize-mcp", "kind": "mcp", "official": null, "desc": "Estimate nationality from a first name. No key required.", "repo": "https://github.com/mrfentmen/nationalize-mcp", "install": ["npm:nationalize-mcp"], "stars": null, "pushed": null, "license": null, "plat": "nationalize", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/nobel-mcp", "name": "io.github.mrfentmen/nobel-mcp", "kind": "mcp", "official": null, "desc": "Nobel Prize laureates, prizes, and years from the official Nobel API. No key required.", "repo": "https://github.com/mrfentmen/nobel-mcp", "install": ["npm:nobel-mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/ntrs-mcp", "name": "io.github.mrfentmen/ntrs-mcp", "kind": "mcp", "official": null, "desc": "NASA NTRS: technical reports, conference pape MCP: real tools for real work.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/ntrs-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "nasa ntrs", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/on-this-day-mcp", "name": "io.github.mrfentmen/on-this-day-mcp", "kind": "mcp", "official": null, "desc": "Historic births, deaths, and events for any date from Wikipedia. No key required.", "repo": "https://github.com/mrfentmen/on-this-day-mcp", "install": ["npm:on-this-day-mcp"], "stars": null, "pushed": null, "license": null, "plat": "wikipedia", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/onix-mcp", "name": "io.github.mrfentmen/onix-mcp", "kind": "mcp", "official": null, "desc": "ONIX MCP: parse book metadata, validate products, titles and identifiers.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/onix-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "onix", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/openplaques-mcp", "name": "io.github.mrfentmen/openplaques-mcp", "kind": "mcp", "official": null, "desc": "OpenPlaques: public commemorative plaque records worldwide.", "repo": "https://github.com/mrfentmen/openplaques-mcp", "install": ["npm:openplaques-mcp"], "stars": null, "pushed": null, "license": null, "plat": "openplaques", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/orcid-mcp", "name": "io.github.mrfentmen/orcid-mcp", "kind": "mcp", "official": null, "desc": "Search ORCID researcher profiles, read affiliations and list published works - keyless.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/orcid-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "orcid", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/osf-mcp", "name": "io.github.mrfentmen/osf-mcp", "kind": "mcp", "official": null, "desc": "Open research from the Open Science Framework. No key required.", "repo": "https://github.com/mrfentmen/osf-mcp", "install": ["npm:osf-mcp"], "stars": null, "pushed": null, "license": null, "plat": "open science framework", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/osti-mcp", "name": "io.github.mrfentmen/osti-mcp", "kind": "mcp", "official": null, "desc": "OSTI: US DOE science and energy research - jo MCP: real tools for real work.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/osti-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "osti", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/plos-mcp", "name": "io.github.mrfentmen/plos-mcp", "kind": "mcp", "official": null, "desc": "Open research from PLOS. No key required.", "repo": "https://github.com/mrfentmen/plos-mcp", "install": ["npm:plos-mcp"], "stars": null, "pushed": null, "license": null, "plat": "plos", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/poetry-mcp", "name": "io.github.mrfentmen/poetry-mcp", "kind": "mcp", "official": null, "desc": "Search poems by title, author, or lines from PoetryDB. No key required.", "repo": "https://github.com/mrfentmen/poetry-mcp", "install": ["npm:poetry-mcp"], "stars": null, "pushed": null, "license": null, "plat": "poetrydb", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/poetrydb-mcp", "name": "io.github.mrfentmen/poetrydb-mcp", "kind": "mcp", "official": null, "desc": "Public-domain poetry from PoetryDB: find poems by author or title, read the lines, or pull a random", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/poetrydb-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "poetrydb", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/port-throughput-mcp", "name": "io.github.mrfentmen/port-throughput-mcp", "kind": "mcp", "official": null, "desc": "US port cargo throughput: rankings, volumes by cargo type and year for every major port - keyless.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/port-throughput-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/prayer-times-mcp", "name": "io.github.mrfentmen/prayer-times-mcp", "kind": "mcp", "official": null, "desc": "Islamic prayer times for a city from AlAdhan. No key required.", "repo": "https://github.com/mrfentmen/prayer-times-mcp", "install": ["npm:prayer-times-mcp"], "stars": null, "pushed": null, "license": null, "plat": "islamic prayer times", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/pride-mcp", "name": "io.github.mrfentmen/pride-mcp", "kind": "mcp", "official": null, "desc": "Proteomics identifications database: search mass-spec projects and read their methods and metadata.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/pride-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "proteomics", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/quran-mcp", "name": "io.github.mrfentmen/quran-mcp", "kind": "mcp", "official": null, "desc": "Quran text and translations: read a surah, one ayah by reference, the chapter list and available", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/quran-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "quran", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/research-mcp", "name": "io.github.mrfentmen/research-mcp", "kind": "mcp", "official": null, "desc": "Keyless market research: DDG suggest breadth, Etsy saturation, Google Trends trajectory", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/research-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "google trends", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/scielo-mcp", "name": "io.github.mrfentmen/scielo-mcp", "kind": "mcp", "official": null, "desc": "SciELO: 567k+ open-access articles from Latin MCP: real tools for real work.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/scielo-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "scielo", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/sefaria-mcp", "name": "io.github.mrfentmen/sefaria-mcp", "kind": "mcp", "official": null, "desc": "Jewish texts from Sefaria. No key required.", "repo": "https://github.com/mrfentmen/sefaria-mcp", "install": ["npm:sefaria-mcp"], "stars": null, "pushed": null, "license": null, "plat": "sefaria", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/semantic-scholar-mcp", "name": "io.github.mrfentmen/semantic-scholar-mcp", "kind": "mcp", "official": null, "desc": "Search academic papers and read citations from Semantic Scholar. No key required.", "repo": "https://github.com/mrfentmen/semantic-scholar-mcp", "install": ["npm:semantic-scholar-mcp"], "stars": null, "pushed": null, "license": null, "plat": "semantic scholar", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/torah-mcp", "name": "io.github.mrfentmen/torah-mcp", "kind": "mcp", "official": null, "desc": "Keyless Torah study via Sefaria: weekly portion, Tanakh text, commentaries, links, search.", "repo": "https://github.com/mrfentmen/awesome-mcps", "install": ["npm:torah-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "sefaria", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/tranco-mcp", "name": "io.github.mrfentmen/tranco-mcp", "kind": "mcp", "official": null, "desc": "Tranco: daily popularity rank for any domain from the Tranco research list - keyless.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/tranco-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "tranco", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/trove-mcp", "name": "io.github.mrfentmen/trove-mcp", "kind": "mcp", "official": null, "desc": "MCP server for Trove: Australian books, news, images. Needs a free API key.", "repo": "https://github.com/mrfentmen/awesome-mcps", "install": ["npm:@mrfentmen/trove-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "trove", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/un-sdg-mcp", "name": "io.github.mrfentmen/un-sdg-mcp", "kind": "mcp", "official": null, "desc": "UN Sustainable Development Goal indicators. No key required.", "repo": "https://github.com/mrfentmen/un-sdg-mcp", "install": ["npm:un-sdg-mcp"], "stars": null, "pushed": null, "license": null, "plat": "un", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/uncomtrade-mcp", "name": "io.github.mrfentmen/uncomtrade-mcp", "kind": "mcp", "official": null, "desc": "UN Comtrade trade data preview. No key required.", "repo": "https://github.com/mrfentmen/uncomtrade-mcp", "install": ["npm:uncomtrade-mcp"], "stars": null, "pushed": null, "license": null, "plat": "un", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/unhcr-mcp", "name": "io.github.mrfentmen/unhcr-mcp", "kind": "mcp", "official": null, "desc": "UNHCR forced displacement statistics: refugees, asylum seekers and stateless people by origin or", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/unhcr-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "unhcr", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/uniprot-mcp", "name": "io.github.mrfentmen/uniprot-mcp", "kind": "mcp", "official": null, "desc": "Protein sequences, names, and functions from UniProt. No key required.", "repo": "https://github.com/mrfentmen/uniprot-mcp", "install": ["npm:uniprot-mcp"], "stars": null, "pushed": null, "license": null, "plat": "uniprot", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/unpaywall-mcp", "name": "io.github.mrfentmen/unpaywall-mcp", "kind": "mcp", "official": null, "desc": "Open access links from Unpaywall. No key required.", "repo": "https://github.com/mrfentmen/unpaywall-mcp", "install": ["npm:@mrfentmen/unpaywall-mcp"], "stars": null, "pushed": null, "license": null, "plat": "unpaywall", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/unstats-mcp", "name": "io.github.mrfentmen/unstats-mcp", "kind": "mcp", "official": null, "desc": "UN Sustainable Development Goals: goal list, indicators and official indicator data - keyless.", "repo": "https://github.com/mrfentmen/awesome-servers", "install": ["npm:@mrfentmen/unstats-mcp"], "stars": 0, "pushed": "2026-11-10T07:18:37Z", "license": null, "plat": "un", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.mrfentmen/zenodo-mcp", "name": "io.github.mrfentmen/zenodo-mcp", "kind": "mcp", "official": null, "desc": "Search research records on Zenodo. No key required.", "repo": "https://github.com/mrfentmen/zenodo-mcp", "install": ["npm:zenodo-mcp"], "stars": null, "pushed": null, "license": null, "plat": "zenodo", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.nadine302324-commits/lexicon", "name": "io.github.nadine302324-commits/lexicon", "kind": "mcp", "official": null, "desc": "Comparison intelligence: live evidence from 20 sources, PESTLE/VS/Deep Research frameworks.", "repo": "https://github.com/nadine302324-commits/lexicon-mcp-server", "install": ["https://dbssearch.today/mcp/v1"], "stars": 0, "pushed": "2026-05-05T01:50:07Z", "license": "MIT", "plat": "", "live": "Down · URLError: <urlopen error [SSL: UNEXPECTED_EOF_WHILE_READING] EOF occurred in violation of protocol (_ssl.c:108 (checked 2026-11-13)"}, {"id": "mcp:io.github.parkragsterman/whyismy-org", "name": "io.github.parkragsterman/whyismy-org", "kind": "mcp", "official": null, "desc": "Sourced answers to everyday \"why is my…\" questions — health, pets, home, plumbing, tech, cars.", "repo": "https://github.com/parkragsterman/whyismy.org", "install": ["https://whyismy.org/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3315 ms · 5 tools · free to try: `list_quizzes` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.penny4nonsense/mcp-scholaris", "name": "io.github.penny4nonsense/mcp-scholaris", "kind": "mcp", "official": null, "desc": "Academic paper search and retrieval via arXiv, Semantic Scholar, PubMed, Unpaywall.", "repo": "https://github.com/penny4nonsense/mcp-scholaris", "install": ["pypi:mcp-scholaris"], "stars": 0, "pushed": "2026-06-26T19:45:43Z", "license": "MIT", "plat": "arxiv, semantic scholar, pubmed", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.robertoyanguas-ops/arxiv-digest-mcp", "name": "io.github.robertoyanguas-ops/arxiv-digest-mcp", "kind": "mcp", "official": null, "desc": "Queries ArXiv for AI/CS/math papers and returns structured abstracts, authors, PDF links, and BibT", "repo": null, "install": ["https://arxiv-digest-72343955726.us-central1.run.app/mcp/arxiv-digest"], "stars": null, "pushed": null, "license": null, "plat": "arxiv", "live": "Live · 1740 ms · 2 tools · free to try: `fetch_arxiv_research_digest` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.robertoyanguas-ops/hn-pulse-mcp", "name": "io.github.robertoyanguas-ops/hn-pulse-mcp", "kind": "mcp", "official": null, "desc": "Queries live HackerNews discussions, front-page velocity, and developer sentiment on any framework", "repo": null, "install": ["https://hn-pulse-72343955726.us-central1.run.app/mcp/hn-pulse"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1547 ms · 2 tools · free to try: `get_hackernews_tech_pulse` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.Saidiibrahim/search-papers", "name": "io.github.Saidiibrahim/search-papers", "kind": "mcp", "official": null, "desc": "An MCP server to search papers from arXiv", "repo": "https://github.com/Saidiibrahim/search-papers", "install": ["npm:search-papers"], "stars": 0, "pushed": "2025-10-01T08:32:08Z", "license": null, "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.savecharlie/almanac", "name": "io.github.savecharlie/almanac", "kind": "mcp", "official": null, "desc": "Verified ephemeris & WMM2025 geomagnetic compute: the physical numbers LLMs hallucinate, done right.", "repo": "https://github.com/savecharlie/almanac", "install": ["pypi:almanac-compute"], "stars": 0, "pushed": "2026-09-12T07:19:45Z", "license": "MIT", "plat": "ephemeris", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.sleepycobalt/motif", "name": "io.github.sleepycobalt/motif", "kind": "mcp", "official": null, "desc": "Research synthesis with receipts: cited, critic-checked insights from interview transcripts.", "repo": "https://github.com/sleepycobalt/motif", "install": ["pypi:etot-motif"], "stars": 0, "pushed": "2026-11-10T20:22:41Z", "license": "NOASSERTION", "plat": "interview transcripts", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.SMABoundless/crossref", "name": "io.github.SMABoundless/crossref", "kind": "mcp", "official": null, "desc": "Search and retrieve scholarly metadata from the Crossref REST API", "repo": "https://github.com/SMABoundless/crossref-mcp-server.git", "install": ["pypi:crossref-mcp-server"], "stars": 0, "pushed": "2026-08-05T04:24:07Z", "license": "MIT", "plat": "crossref", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.SMABoundless/orcid", "name": "io.github.SMABoundless/orcid", "kind": "mcp", "official": null, "desc": "Search ORCID researcher profiles, retrieve works, and export citations", "repo": "https://github.com/SMABoundless/orcid-mcp-server.git", "install": ["pypi:orcid-mcp-server"], "stars": 0, "pushed": "2026-07-04T20:19:32Z", "license": "MIT", "plat": "orcid", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.SMABoundless/semanticscholar", "name": "io.github.SMABoundless/semanticscholar", "kind": "mcp", "official": null, "desc": "Search 200M+ papers, authors, citations, and recommendations via Semantic Scholar", "repo": "https://github.com/SMABoundless/semanticscholar-mcp-server.git", "install": ["npm:semanticscholar-mcp-server"], "stars": 0, "pushed": "2026-07-04T21:29:38Z", "license": null, "plat": "semantic scholar", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.SMABoundless/unpaywall", "name": "io.github.SMABoundless/unpaywall", "kind": "mcp", "official": null, "desc": "Open-access availability for 120M+ scholarly articles via the Unpaywall API", "repo": "https://github.com/SMABoundless/unpaywall-mcp-server.git", "install": ["pypi:unpaywall-mcp-server"], "stars": 0, "pushed": "2026-07-04T20:09:14Z", "license": "MIT", "plat": "unpaywall", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.stagproject/mirelia-patent-market", "name": "io.github.stagproject/mirelia-patent-market", "kind": "mcp", "official": null, "desc": "AI-optimized patent data marketplace providing structured JSON datasets.", "repo": "https://github.com/stagproject/mirelia-patent-market", "install": ["https://sse--mirelia.run.tools/sse"], "stars": 0, "pushed": "2026-05-30T05:02:56Z", "license": "MIT", "plat": "patent", "live": "Down · HTTP 404 (checked 2026-11-13)"}, {"id": "mcp:io.github.stardustxx/kairos", "name": "io.github.stardustxx/kairos", "kind": "mcp", "official": null, "desc": "Astrology decision support: accurate Swiss Ephemeris charts with calibrated classical verdicts.", "repo": null, "install": ["npm:kairos-astrology"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.theoddden/atomic-clock", "name": "io.github.theoddden/atomic-clock", "kind": "mcp", "official": null, "desc": "Current UTC time from NTP atomic clocks. Zero-dependency stdio server.", "repo": "https://github.com/theoddden/atomic-clock-mcp", "install": ["pypi:atomic-clock-mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.thomas0369/wortwert", "name": "io.github.thomas0369/wortwert", "kind": "mcp", "official": null, "desc": "Gematria and pattern decoder for words, sacred texts, news, dates, and Human Design.", "repo": null, "install": ["https://wortwert.mcp-hub.stream/mcp", "https://wortwert.mcp-hub.stream/sse"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.WhaleCupl/ai-daily-insights-mcp", "name": "io.github.WhaleCupl/ai-daily-insights-mcp", "kind": "mcp", "official": null, "desc": "List, fetch and search AI Daily Insights — a Chinese daily AI-industry briefing built for agents.", "repo": "https://github.com/WhaleCupl/ai-daily-insights-mcp", "install": ["npm:ai-daily-insights-mcp"], "stars": 0, "pushed": "2026-10-19T08:46:33Z", "license": "MIT", "plat": "github", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.yk647/globalrules", "name": "io.github.yk647/globalrules", "kind": "mcp", "official": null, "desc": "Verified country facts (VAT, holidays, visas; 114 countries). Free + paid (x402 USDC) tools.", "repo": "https://github.com/yk647/globalrules-mcp", "install": ["npm:globalrules-mcp"], "stars": 0, "pushed": "2026-09-04T01:31:40Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.tooloracle/researchoracle", "name": "io.tooloracle/researchoracle", "kind": "mcp", "official": null, "desc": "ResearchOracle - 11 financial research tools: 10-K parsing, equity, macro, citation graph.", "repo": "https://github.com/ToolOracle/researchoracle", "install": ["https://tooloracle.io/news2/mcp/"], "stars": null, "pushed": null, "license": null, "plat": "10-k parsing, equity, macro, citation gr", "live": "Down · URLError: <urlopen error timed out> (checked 2026-11-13)"}, {"id": "mcp:fr.ip73/ip73", "name": "IP73", "kind": "mcp", "official": null, "desc": "French tech news, exploited vulnerabilities (KEV), cloud offers, AI models, scam guide. Read-only.", "repo": null, "install": ["https://ip73.fr/mcp"], "stars": null, "pushed": null, "license": null, "plat": "ip73", "live": "Live · 3702 ms · 6 tools · free to try: `search_scams` answered without a key (checked 2026-11-14)"}, {"id": "mcp:io.github.sepehr071/ifb-mcp", "name": "Iran Fara Bourse", "kind": "mcp", "official": null, "desc": "Read-only Iran Fara Bourse (ifb.ir): bond, sukuk and treasury yields, IPOs, notices, market stats.", "repo": "https://github.com/sepehr071/ifb-mcp", "install": ["pypi:ifb-mcp"], "stars": 0, "pushed": "2026-11-06T19:35:43Z", "license": "MIT", "plat": "iran fara bourse", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.sepehr071/ime-mcp", "name": "Iran Mercantile Exchange", "kind": "mcp", "official": null, "desc": "Read-only Iran Mercantile Exchange (ime.co.ir): physical trades, supply, prices, market totals.", "repo": "https://github.com/sepehr071/ime-mcp", "install": ["pypi:ime-mcp"], "stars": 0, "pushed": "2026-11-06T19:35:55Z", "license": "MIT", "plat": "iran mercantile exchange", "live": "Not checked (runs locally)"}, {"id": "mcp:app.railway.up.rent-check-production/irish-rent-check", "name": "Irish rent benchmarks and house price comps", "kind": "mcp", "official": null, "desc": "Irish rent, rent limits, house price comps (IE, NL, EU), housing report. x402/MPP paid.", "repo": null, "install": ["https://rent-check-production.up.railway.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "irish rent and house price", "live": "Live · 1548 ms · 16 tools · free to try: `paid_rent_check` answered without a key (checked 2026-11-13)"}, {"id": "mcp:ai.igoyal/public-context", "name": "Ishan Goyal public context", "kind": "mcp", "official": null, "desc": "Read-only canonical igoyal.ai Markdown resources, including MPP-paid city guides.", "repo": "https://github.com/IshanGoyal/personal-website", "install": ["https://igoyal.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 400 (checked 2026-11-13)"}, {"id": "mcp:com.ishob/archive", "name": "ISHOB Knowledge Archive", "kind": "mcp", "official": null, "desc": "License-checked research archive and technical-spec search for AI agents. Pay per call via x402.", "repo": null, "install": ["https://api.ishob.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1803 ms · 43 tools · `read_feed` asked for payment (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/iso", "name": "Iso", "kind": "mcp", "official": null, "desc": "ISO Standards MCP.", "repo": "https://github.com/pipeworx-io/mcp-iso", "install": ["npm:@pipeworx/mcp-iso", "https://gateway.pipeworx.io/iso/mcp"], "stars": 0, "pushed": "2026-11-09T14:12:20Z", "license": "MIT", "plat": "iso", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.sadri-dridi/cc-ad", "name": "ISO country AD", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AD.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ad/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 2973 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ae", "name": "ISO country AE", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AE.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ae/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 3337 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-af", "name": "ISO country AF", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AF.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-af/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 2253 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ag", "name": "ISO country AG", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AG.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ag/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 3686 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ai", "name": "ISO country AI", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AI.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ai/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 2381 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-al", "name": "ISO country AL", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AL.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-al/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 971 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-am", "name": "ISO country AM", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AM.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-am/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 857 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ao", "name": "ISO country AO", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AO.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ao/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 2583 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-aq", "name": "ISO country AQ", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AQ.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-aq/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 2571 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ar", "name": "ISO country AR", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AR.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ar/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 880 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-as", "name": "ISO country AS", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AS.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-as/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 2625 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-at", "name": "ISO country AT", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AT.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-at/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 825 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-au", "name": "ISO country AU", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AU.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-au/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1140 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-aw", "name": "ISO country AW", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AW.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-aw/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 2128 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ax", "name": "ISO country AX", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AX.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ax/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1186 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-az", "name": "ISO country AZ", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for AZ.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-az/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1111 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ba", "name": "ISO country BA", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BA.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ba/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1050 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bb", "name": "ISO country BB", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BB.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bb/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 878 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bd", "name": "ISO country BD", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BD.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bd/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 847 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-be", "name": "ISO country BE", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BE.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-be/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 846 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bf", "name": "ISO country BF", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BF.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bf/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 804 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bg", "name": "ISO country BG", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BG.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bg/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 477 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bh", "name": "ISO country BH", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BH.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bh/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 387 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bi", "name": "ISO country BI", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BI.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bi/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 435 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bj", "name": "ISO country BJ", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BJ.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bj/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 430 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bl", "name": "ISO country BL", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BL.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bl/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 858 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bm", "name": "ISO country BM", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BM.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bm/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 656 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bn", "name": "ISO country BN", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BN.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bn/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 739 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bo", "name": "ISO country BO", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BO.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bo/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 930 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bq", "name": "ISO country BQ", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BQ.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bq/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 837 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-br", "name": "ISO country BR", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BR.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-br/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 919 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bs", "name": "ISO country BS", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BS.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bs/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1618 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bt", "name": "ISO country BT", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BT.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bt/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1480 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bv", "name": "ISO country BV", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BV.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bv/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1105 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bw", "name": "ISO country BW", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BW.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bw/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1652 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-by", "name": "ISO country BY", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BY.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-by/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1492 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-bz", "name": "ISO country BZ", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for BZ.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-bz/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1484 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ca", "name": "ISO country CA", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CA.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ca/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1343 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-cc", "name": "ISO country CC", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CC.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-cc/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1397 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-cd", "name": "ISO country CD", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CD.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-cd/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1334 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-cf", "name": "ISO country CF", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CF.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-cf/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1394 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-cg", "name": "ISO country CG", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CG.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-cg/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1647 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ch", "name": "ISO country CH", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CH.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ch/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1644 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ci", "name": "ISO country CI", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CI.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ci/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1564 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ck", "name": "ISO country CK", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CK.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ck/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1465 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-cm", "name": "ISO country CM", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CM.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-cm/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1523 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-cn", "name": "ISO country CN", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CN.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-cn/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1542 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-co", "name": "ISO country CO", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CO.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-co/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1468 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-cr", "name": "ISO country CR", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CR.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-cr/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1487 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-cu", "name": "ISO country CU", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CU.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-cu/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1536 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-cv", "name": "ISO country CV", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CV.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-cv/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1546 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-cw", "name": "ISO country CW", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CW.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-cw/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1509 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-cx", "name": "ISO country CX", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CX.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-cx/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1519 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-cy", "name": "ISO country CY", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CY.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-cy/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1621 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-cz", "name": "ISO country CZ", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for CZ.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-cz/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1764 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-de", "name": "ISO country DE", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for DE.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-de/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1208 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-dj", "name": "ISO country DJ", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for DJ.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-dj/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1380 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-dk", "name": "ISO country DK", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for DK.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-dk/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1340 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-dm", "name": "ISO country DM", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for DM.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-dm/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1339 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-do", "name": "ISO country DO", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for DO.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-do/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1375 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-dz", "name": "ISO country DZ", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for DZ.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-dz/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1536 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ec", "name": "ISO country EC", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for EC.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ec/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1434 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ee", "name": "ISO country EE", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for EE.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ee/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1766 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-eg", "name": "ISO country EG", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for EG.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-eg/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1608 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-eh", "name": "ISO country EH", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for EH.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-eh/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1848 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-er", "name": "ISO country ER", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for ER.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-er/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1641 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-es", "name": "ISO country ES", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for ES.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-es/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1670 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-et", "name": "ISO country ET", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for ET.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-et/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1717 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-fi", "name": "ISO country FI", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for FI.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-fi/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1631 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-fj", "name": "ISO country FJ", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for FJ.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-fj/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1731 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-fk", "name": "ISO country FK", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for FK.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-fk/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1642 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-fm", "name": "ISO country FM", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for FM.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-fm/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1717 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-fo", "name": "ISO country FO", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for FO.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-fo/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1697 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-fr", "name": "ISO country FR", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for FR.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-fr/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1802 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ga", "name": "ISO country GA", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for GA.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ga/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1686 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-gb", "name": "ISO country GB", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for GB.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-gb/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1724 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-gd", "name": "ISO country GD", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for GD.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-gd/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1920 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ge", "name": "ISO country GE", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for GE.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ge/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1640 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-gf", "name": "ISO country GF", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for GF.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-gf/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1714 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-gg", "name": "ISO country GG", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for GG.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-gg/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1840 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-gh", "name": "ISO country GH", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for GH.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-gh/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1616 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-gi", "name": "ISO country GI", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for GI.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-gi/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1534 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-gl", "name": "ISO country GL", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for GL.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-gl/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1744 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-gm", "name": "ISO country GM", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for GM.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-gm/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1813 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-gn", "name": "ISO country GN", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for GN.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-gn/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1726 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-gp", "name": "ISO country GP", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for GP.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-gp/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1742 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-gq", "name": "ISO country GQ", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for GQ.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-gq/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1720 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-gr", "name": "ISO country GR", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for GR.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-gr/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1583 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-gs", "name": "ISO country GS", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for GS.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-gs/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "", "live": "Live · 1545 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-so", "name": "ISO country SO", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for SO.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-so/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 2220 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-sr", "name": "ISO country SR", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for SR.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-sr/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 743 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ss", "name": "ISO country SS", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for SS.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ss/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 761 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-st", "name": "ISO country ST", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for ST.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-st/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 2298 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-sv", "name": "ISO country SV", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for SV.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-sv/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 2670 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-sx", "name": "ISO country SX", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for SX.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-sx/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 2281 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-sy", "name": "ISO country SY", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for SY.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-sy/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 752 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-sz", "name": "ISO country SZ", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for SZ.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-sz/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 711 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-tc", "name": "ISO country TC", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TC.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-tc/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 2476 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-td", "name": "ISO country TD", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TD.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-td/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 611 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-tf", "name": "ISO country TF", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TF.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-tf/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 601 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-tg", "name": "ISO country TG", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TG.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-tg/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 647 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-th", "name": "ISO country TH", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TH.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-th/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 2220 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-tj", "name": "ISO country TJ", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TJ.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-tj/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 1621 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-tk", "name": "ISO country TK", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TK.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-tk/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 591 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-tl", "name": "ISO country TL", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TL.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-tl/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 2178 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-tm", "name": "ISO country TM", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TM.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-tm/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 717 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-tn", "name": "ISO country TN", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TN.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-tn/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 744 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-to", "name": "ISO country TO", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TO.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-to/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 748 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-tr", "name": "ISO country TR", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TR.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-tr/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 668 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-tt", "name": "ISO country TT", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TT.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-tt/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 673 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-tv", "name": "ISO country TV", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TV.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-tv/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 784 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-tw", "name": "ISO country TW", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TW.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-tw/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 942 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-tz", "name": "ISO country TZ", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for TZ.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-tz/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 1046 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ua", "name": "ISO country UA", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for UA.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ua/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 1133 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ug", "name": "ISO country UG", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for UG.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ug/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 995 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-um", "name": "ISO country UM", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for UM.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-um/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 1031 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-us", "name": "ISO country US", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for US.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-us/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 1017 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-uy", "name": "ISO country UY", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for UY.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-uy/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 1103 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-uz", "name": "ISO country UZ", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for UZ.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-uz/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 1069 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-va", "name": "ISO country VA", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for VA.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-va/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso 3166-1", "live": "Live · 1076 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-vc", "name": "ISO country VC", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for VC.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-vc/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 982 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ve", "name": "ISO country VE", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for VE.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ve/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 988 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-vg", "name": "ISO country VG", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for VG.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-vg/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1072 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-vi", "name": "ISO country VI", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for VI.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-vi/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1206 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-vn", "name": "ISO country VN", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for VN.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-vn/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 992 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-vu", "name": "ISO country VU", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for VU.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-vu/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1038 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-wf", "name": "ISO country WF", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for WF.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-wf/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1099 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ws", "name": "ISO country WS", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for WS.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ws/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1089 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-ye", "name": "ISO country YE", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for YE.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-ye/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1196 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-yt", "name": "ISO country YT", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for YT.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-yt/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1004 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-za", "name": "ISO country ZA", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for ZA.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-za/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 929 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-zm", "name": "ISO country ZM", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for ZM.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-zm/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 960 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/cc-zw", "name": "ISO country ZW", "kind": "mcp", "official": null, "desc": "Public ISO 3166-1 record for ZW.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-zw/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "iso", "live": "Live · 1144 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.izzet/mcp", "name": "Izzet Yildirim", "kind": "mcp", "official": null, "desc": "Ask your AI agent about Izzet Yildirim's research, papers, CV, and availability.", "repo": "https://github.com/izzet/mcp", "install": ["npm:iyildirim", "https://iyildirim.com/api/mcp"], "stars": 0, "pushed": "2026-10-24T04:00:14Z", "license": "MIT", "plat": "izzet yildirim", "live": "Not checked (runs locally)"}, {"id": "mcp:ai.ictihad/ictihad-ai", "name": "İçtihad AI", "kind": "mcp", "official": null, "desc": "Turkish law research: court decisions, legislation, deadline and fee calculators, case files.", "repo": null, "install": ["https://ictihad.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "turkish law", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:jp.ossalt/jp-biz-tools", "name": "Japan Business Tools", "kind": "mcp", "official": null, "desc": "Japanese holidays, business days, eras, postal codes, addresses and corporate numbers.", "repo": null, "install": ["https://biz.ossalt.jp/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 948 ms · 13 tools · free to try: `lookup_corporate_number` answered without a key (checked 2026-11-13)"}, {"id": "mcp:ai.jasonlovell/site", "name": "Jason Lovell", "kind": "mcp", "official": null, "desc": "Read-only tools for Jason Lovell's AI research: studies, builds, releases, search and contact.", "repo": null, "install": ["https://jasonlovell.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1618 ms · 8 tools · free to try: `get_profile` answered without a key (checked 2026-11-13)"}, {"id": "mcp:org.totto/javabin-archieve", "name": "javaBin archive — Norwegian Java community origins", "kind": "mcp", "official": null, "desc": "Forensic archive of javaBin & JavaZone origins (1998-2007) as a signed KCP knowledge web.", "repo": "https://github.com/totto/javabin-archieve", "install": ["https://mcp-javabin-archieve.fly.dev/mcp"], "stars": 0, "pushed": "2026-07-14T09:46:42Z", "license": "Apache-2.0", "plat": "", "live": "Live · 1132 ms · 5 tools (checked 2026-11-13)"}, {"id": "mcp:com.jeeva-jyotish/reference-search", "name": "Jeeva Jyotish", "kind": "mcp", "official": null, "desc": "Sourced Vedic astrology (Jyotish) answers: effects, factors and yogas, cited to jeeva-jyotish.com.", "repo": "https://github.com/HaayanchandravatSr/jeeva-jyotish", "install": ["https://mcp.jeeva-jyotish.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "jeeva-jyotish.com", "live": "Live · 1742 ms · 6 tools (checked 2026-11-13)"}, {"id": "mcp:com.jiaheniao/tibetan-calendar", "name": "Jiaheniao Tibetan Calendar", "kind": "mcp", "official": null, "desc": "Reviewed Tibetan dates, festivals and day mechanisms for 2026–2027.", "repo": null, "install": ["https://mcp.jiaheniao.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "tibetan calendar", "live": "Down · HTTP 400 (checked 2026-11-13)"}, {"id": "mcp:com.jithox/eu-energy-label-preflight", "name": "Jithox EU Energy Label Preflight", "kind": "mcp", "official": null, "desc": "Read-only EU energy-label preflight: supplier-declared EPREL records. Evidence, not advice.", "repo": null, "install": ["https://energy.mcp.jithox.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · URLError: <urlopen error timed out> (checked 2026-11-13)"}, {"id": "mcp:com.jpfreesoft/catalog", "name": "JPFreeSoft Catalog", "kind": "mcp", "official": null, "desc": "Search Japanese software and AI tools; read recorded facts with source links. Read-only.", "repo": null, "install": ["https://jpfreesoft.com/api/mcp/"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 18637 ms · 2 tools · free to try: `get_catalog_entry` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.assetgrid-llc/jueban-buddhist-companion", "name": "Jueban · Buddhist Companion", "kind": "mcp", "official": null, "desc": "Read-only Buddhist scripture search, verified explanations, situation matching, and practice.", "repo": "https://github.com/assetgrid-llc/jueban-buddhist-companion", "install": ["https://jueban.online/mcp"], "stars": 0, "pushed": "2026-10-31T09:48:06Z", "license": "Apache-2.0", "plat": "", "live": "Live · 5247 ms · 4 tools · free to try: `find_passages_for_situation` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.jirayu3141/jurnie", "name": "Jurnie", "kind": "mcp", "official": null, "desc": "AI accountability partner: turn goals into milestones and tasks, and get today's next step.", "repo": null, "install": ["https://www.jurnie.co/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "jurnie", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.wulfkaal/corpus", "name": "Kaal Corpus: Verifiable Claim Layer", "kind": "mcp", "official": null, "desc": "Cite the claim, not the paper: 5,033 assertions, each hash-verifiable against its source PDF", "repo": "https://github.com/wulfkaal/wulfkaal.github.io", "install": ["mcpb:https://github.com/wulfkaal/wulfkaal.github.io/releases/download/mcpb-v1.0.0/kaal-corpus.mcpb", "https://corpus.openstanding.org/mcp", "https://openstanding.org/corpus/mcp"], "stars": 0, "pushed": "2026-11-07T13:50:52Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.roxyapi/kabbalah", "name": "Kabbalah MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "Gematria with typed transliteration, the 72 names, Tree of Life and Hebrew birthday for AI agents.", "repo": null, "install": ["https://roxyapi.com/mcp/kabbalah"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2584 ms · 12 tools (checked 2026-11-13)"}, {"id": "mcp:ai.karmafor/karma-library", "name": "Karma for AIs", "kind": "mcp", "official": null, "desc": "Read and search Karma for AIs: cooperation, moral uncertainty, power, and optional reflections.", "repo": null, "install": ["https://karmafor.ai/api/mcp?source=mcp-registry"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2384 ms · 5 tools · free to try: `search_essay` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.kartvelians/knowledge", "name": "Kartvelians.com guides", "kind": "mcp", "official": null, "desc": "Newcomer guides for Georgian speakers in the US: short summaries and links to kartvelians.com.", "repo": "https://github.com/dgodibadze/kartvelians-knowledge", "install": ["https://kartvelians.com/mcp"], "stars": 0, "pushed": "2026-11-06T00:59:00Z", "license": "MIT", "plat": "", "live": "Live · 991 ms · 3 tools · free to try: `search_guides_for_georgians_in_us` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.dharan1007/kata", "name": "KATA Research Automation", "kind": "mcp", "official": null, "desc": "Deterministic research automation with live OpenAlex search and reusable workflow programs.", "repo": "https://github.com/dharan1007/kata", "install": ["https://kata-webmcp.vercel.app/api/mcp"], "stars": 0, "pushed": "2026-11-13T09:08:10Z", "license": "MIT", "plat": "openalex", "live": "Down · HTTP 400 (checked 2026-11-13)"}, {"id": "mcp:io.github.Srikarmk/keystone", "name": "Keystone", "kind": "mcp", "official": null, "desc": "What an arXiv paper builds on, disputes and assumes, read verbatim from its LaTeX. No LLM.", "repo": "https://github.com/Srikarmk/Keystone", "install": ["https://keystone-research.vercel.app/api/mcp"], "stars": 0, "pushed": "2026-10-22T20:24:29Z", "license": "MIT", "plat": "arxiv papers", "live": "Live · 1390 ms · 3 tools · free to try: `list_disagreements` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.kizukidata/rag-ingest", "name": "Kizuki RAG Ingest", "kind": "mcp", "official": null, "desc": "YouTube transcripts (chunks, phrase search, most replayed moments), PDFs and web pages as Markdown.", "repo": null, "install": ["https://mcp.apify.com?tools=fetch-actor-details,kizukidata/youtube-transcripts,kizukidata/pdf-to-markdown,kizukidata/url-to-markdown"], "stars": null, "pushed": null, "license": null, "plat": "youtube", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:app.knowra/knowra", "name": "Knowra", "kind": "mcp", "official": null, "desc": "Search arXiv papers and read Scout reports with methods, evidence and verification points.", "repo": null, "install": ["https://mcp.knowra.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "arxiv", "live": "Live · 2155 ms · 3 tools · `get_usage` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:app.usekoji/brand-dna", "name": "Koji · Brand DNA", "kind": "mcp", "official": null, "desc": "Let your AI research a brand and write its Brand DNA (product, audience, tone, photos) in Koji.", "repo": null, "install": ["https://tool.usekoji.app/mcp/brand"], "stars": null, "pushed": null, "license": null, "plat": "koji", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:co.korzy/korzy", "name": "Korzy", "kind": "mcp", "official": null, "desc": "US parcel records plus utilities, power, grid, environmental and logistics data by address or point.", "repo": null, "install": ["https://api.korzy.co/mcp"], "stars": null, "pushed": null, "license": null, "plat": "korzy", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.kundaly/vedic-astrology", "name": "Kundaly — Vedic astrology", "kind": "mcp", "official": null, "desc": "Vedic astrology, computed: birth star, monthly forecast, panchang and festivals. For reflection.", "repo": null, "install": ["https://kundaly.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "vedic astrology", "live": "Live · 1744 ms · 4 tools (checked 2026-11-13)"}, {"id": "mcp:com.kundaly/vedic-astrology-account", "name": "Kundaly — your charts and the Guru", "kind": "mcp", "official": null, "desc": "Your Kundaly charts, your month and the Guru's answers, on your own credits. Sign in to link.", "repo": null, "install": ["https://kundaly.com/mcp/account"], "stars": null, "pushed": null, "license": null, "plat": "vedic astrology", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.kundlit/astro", "name": "Kundlit Vedic Astrology", "kind": "mcp", "official": null, "desc": "Free Vedic astrology: panchang, kundali, transits, matching, doshas, eclipses, numerology", "repo": "https://github.com/puru991/kundlit-mcp", "install": ["npm:@kundlit/mcp", "https://kundlit.com/api/mcp"], "stars": 0, "pushed": "2026-07-27T23:47:08Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.lamplightverse/daily-verse", "name": "Lamplight Daily Verse", "kind": "mcp", "official": null, "desc": "Today's Bible verse and any verse lookup in the KJV and World English Bible, word for word.", "repo": null, "install": ["https://lamplightverse.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "bible", "live": "Live · 1388 ms · 3 tools (checked 2026-11-13)"}, {"id": "mcp:com.getlandlens/landlens", "name": "LandLens rental records", "kind": "mcp", "official": null, "desc": "Owner of record, code violations, evictions and tenant reviews for US college-town rentals.", "repo": null, "install": ["https://api.getlandlens.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "us college-town rentals", "live": "Live · 945 ms · 4 tools · free to try: `search_colleges` answered without a key (checked 2026-11-13)"}, {"id": "mcp:center.lawncare/lawncare-center", "name": "Lawn Care Center", "kind": "mcp", "official": null, "desc": "Lawn care guides with state- and city-specific timing. Search, read full guides, and cite sources.", "repo": null, "install": ["https://lawncare.center/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1547 ms · 3 tools · free to try: `list_lawn_care_taxonomy` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/library-of-congress", "name": "Library Of Congress", "kind": "mcp", "official": null, "desc": "Library of Congress (loc.gov) MCP — the world's largest library.", "repo": "https://github.com/pipeworx-io/mcp-library-of-congress", "install": ["https://gateway.pipeworx.io/library-of-congress/mcp"], "stars": 0, "pushed": "2026-11-09T14:15:50Z", "license": "MIT", "plat": "library of congress", "live": "Down · HTTP 400 (checked 2026-11-13)"}, {"id": "mcp:com.a2awire/data-science-paper-preprint-biotech-release", "name": "Life-Science Preprint Tracker — buy per-query in-session (biopreprintwatch)", "kind": "mcp", "official": null, "desc": "Biotech preprints: new paper releases. $0.01/query. Be born in one call — free testnet funds.", "repo": "https://github.com/ee324/a2awire", "install": ["https://a2awire.com/mcp/data/biopreprintwatch-new-life-science-preprints-biorxiv-medrxiv-77a31b/http"], "stars": null, "pushed": null, "license": null, "plat": "biopreprint", "live": "Live · 1728 ms · 21 tools · `check_earnings` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:app.listentosadhu/corpus", "name": "Listen to Sadhu", "kind": "mcp", "official": null, "desc": "Read-only semantic search over Vedic scripture verses, commentaries, and recorded lectures.", "repo": null, "install": ["https://mcp.listentosadhu.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "vedic scripture", "live": "Live · 23047 ms · 21 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.Ravicha2/lit-review-council", "name": "Literature Review Council", "kind": "mcp", "official": null, "desc": "Multi-agent literature review: research, peer review, and synthesize grounded reports.", "repo": "https://github.com/Ravicha2/lit-review-council", "install": ["pypi:lit-review-council"], "stars": 0, "pushed": "2026-06-23T00:41:45Z", "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.little-works/discover", "name": "Little Works", "kind": "mcp", "official": null, "desc": "Discover: source people by skill, projects, recipes, music, materials, book, doctors, requests.", "repo": null, "install": ["https://little-works.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "little works", "live": "Live · 1905 ms · 51 tools · free to try: `list_music` answered without a key (checked 2026-11-14)"}, {"id": "mcp:ai.livingmeta/ai-in-research", "name": "LivingMeta — AI in Research", "kind": "mcp", "official": null, "desc": "Read-only MCP over the LivingMeta AI-in-Research corpus: 12,400 papers, gaps, priority agenda.", "repo": null, "install": ["https://ai-in-research.livingmeta.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "livingmeta", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.roxyapi/location", "name": "Location and Timezone MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "City geocoding and timezone resolution for birth data, for AI agents, one API key.", "repo": null, "install": ["https://roxyapi.com/mcp/location"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2562 ms · 3 tools (checked 2026-11-13)"}, {"id": "mcp:com.lovedhall/memorials", "name": "Loved Hall", "kind": "mcp", "official": null, "desc": "Look up public memorials (obituaries, service times, resting places) and grief guides on Loved Hall.", "repo": null, "install": ["https://lovedhall.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "loved hall", "live": "Live · 7169 ms · 3 tools · free to try: `search_memorials` answered without a key (checked 2026-11-13)"}, {"id": "mcp:app.lowbird/lowbird", "name": "Lowbird", "kind": "mcp", "official": null, "desc": "Amazon price history, real price drops, price alerts and a deals feed from your interests.", "repo": null, "install": ["https://mcp.lowbird.app", "https://mcp.lowbird.app/public"], "stars": null, "pushed": null, "license": null, "plat": "lowbird", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.lupamundo/lupamundo", "name": "Lupamundo", "kind": "mcp", "official": null, "desc": "Spanish buying guides for Mexico and LatAm: prices in pesos, exams, eSIM, VPN, courses, wellness", "repo": null, "install": ["https://lupamundo.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1386 ms · 3 tools · free to try: `search_guides` answered without a key (checked 2026-11-13)"}, {"id": "mcp:gg.machina/world-cup-intelligence", "name": "Machina World Cup Intelligence", "kind": "mcp", "official": null, "desc": "World Cup 2026 match, team, player and market context from Machina Sports, the sports AI platform.", "repo": null, "install": ["https://worldcup-mcp.org.machina.gg/sse"], "stars": null, "pushed": null, "license": null, "plat": "machina sports", "live": "Down · HTTP 405 (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/maine-code", "name": "Maine Code", "kind": "mcp", "official": null, "desc": "Maine Revised Statutes — state statutes by citation.", "repo": "https://github.com/pipeworx-io/mcp-maine-code", "install": ["npm:@pipeworx/mcp-maine-code", "https://gateway.pipeworx.io/maine-code/mcp"], "stars": 0, "pushed": "2026-11-09T14:17:06Z", "license": "MIT", "plat": "maine code", "live": "Not checked (runs locally)"}, {"id": "mcp:co.majorlabs/major-labs", "name": "Major Labs", "kind": "mcp", "official": null, "desc": "Open agentic-web datasets: Agent Trust Index, MCP stats, incident timeline. Read-only, CC-BY-4.0.", "repo": null, "install": ["https://majorlabs.co/mcp"], "stars": null, "pushed": null, "license": null, "plat": "major labs", "live": "Live · 2846 ms · 5 tools · free to try: `get_threshold_watch` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.manifestingquantum/manifestingquantum-mcp", "name": "Manifesting Quantum", "kind": "mcp", "official": null, "desc": "Science-based manifestation: daily affirmations, techniques, free 7-day challenge, search 310 guides", "repo": null, "install": ["https://manifestingquantum-mcp.ibrobertb23.workers.dev"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 746 ms · 5 tools · free to try: `mq_search_content` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.dpcnsg/manmuldogam", "name": "Manmul Dogam (find any object's name)", "kind": "mcp", "official": null, "desc": "Name any object or part from a vague Korean/English description, with what to measure.", "repo": null, "install": ["https://manmuldogam.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 633 ms · 1 tools · free to try: `find_item` answered without a key (checked 2026-11-15)"}, {"id": "mcp:com.manusights/manusights", "name": "Manusights", "kind": "mcp", "official": null, "desc": "Check if references exist or were retracted, look up journal AI policies, and preview manuscripts.", "repo": "https://github.com/Manusights/manusights-mcp", "install": ["https://manusights.com/mcp"], "stars": 0, "pushed": "2026-10-23T17:11:32Z", "license": "MIT", "plat": "", "live": "Live · 2730 ms · 6 tools · `list_manuscript_reviews` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.rico-realistick/mara-briefings", "name": "Mara Briefing Service", "kind": "mcp", "official": null, "desc": "Paid research briefings for agents: $0.10 USDC/question on Base Sepolia via x402. ERC-8004 #9395.", "repo": "https://github.com/rico-realistick/mara-briefings", "install": ["https://mara-briefings.onrender.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1131 ms · 5 tools · `list_queue` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.sslip.2-29-135-242/radar-market-research-mcp", "name": "Market Research MCP", "kind": "mcp", "official": null, "desc": "Market research for AI agents: Google Trends, Reddit, GitHub, HN, Medium, podcasts, EU tenders.", "repo": null, "install": ["https://mcp.apify.com/?tools=martin10291/google-trends-explorer,martin10291/reddit-posts-comments-extractor,martin10291/github-trending-scraper,martin10291/medium-articles-scraper,martin10291/apple-podcasts-scraper,martin10291/eu-tenders-ted-monitor,martin10291/local-business-leads-osm,martin10291/tiktok-trend-alert-bot,martin10291/sec-edgar-scraper,martin10291/wayback-machine-scraper,martin10291/chrome-web-store-scraper,martin10291/apify-store-trends-niche-finder,martin10291/prediction-markets-kalshi-polymarket,martin10291/airports-flight-distance"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/maryland-code", "name": "Maryland Code", "kind": "mcp", "official": null, "desc": "Maryland Code — state statutes by citation.", "repo": "https://github.com/pipeworx-io/mcp-maryland-code", "install": ["npm:@pipeworx/mcp-maryland-code", "https://gateway.pipeworx.io/maryland-code/mcp"], "stars": 0, "pushed": "2026-11-09T14:17:44Z", "license": "MIT", "plat": "maryland code", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/massachusetts-code", "name": "Massachusetts Code", "kind": "mcp", "official": null, "desc": "Massachusetts General Laws — state statutes by citation.", "repo": "https://github.com/pipeworx-io/mcp-massachusetts-code", "install": ["npm:@pipeworx/mcp-massachusetts-code", "https://gateway.pipeworx.io/massachusetts-code/mcp"], "stars": 0, "pushed": "2026-11-09T14:17:50Z", "license": "MIT", "plat": "massachusetts code", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/mast-nasa", "name": "Mast Nasa", "kind": "mcp", "official": null, "desc": "MAST MCP — Space Telescopes archive.", "repo": "https://github.com/pipeworx-io/mcp-mast-nasa", "install": ["npm:@pipeworx/mcp-mast-nasa", "https://gateway.pipeworx.io/mast-nasa/mcp"], "stars": 0, "pushed": "2026-11-09T14:17:53Z", "license": "MIT", "plat": "mast nasa", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/materials", "name": "Materials", "kind": "mcp", "official": null, "desc": "Materials MCP — computed (DFT) materials structures & thermodynamic properties.", "repo": "https://github.com/pipeworx-io/mcp-materials", "install": ["npm:@pipeworx/mcp-materials", "https://gateway.pipeworx.io/materials/mcp"], "stars": 0, "pushed": "2026-11-09T14:17:59Z", "license": "MIT", "plat": "materials", "live": "Not checked (runs locally)"}, {"id": "mcp:com.yourmatflow/matflow", "name": "MatFlow", "kind": "mcp", "official": null, "desc": "Read-only MatFlow data: pricing, competitors, features, FAQs for combat-sports gyms.", "repo": "https://github.com/lucasinclair/matflow-website", "install": ["https://yourmatflow.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1742 ms · 5 tools · free to try: `list_features` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.goran-revops/mcp-write-gate", "name": "MCP Write Gate", "kind": "mcp", "official": null, "desc": "Sits in front of any MCP server. Reads pass, writes are checked against your lists.", "repo": "https://github.com/goran-revops/mcp-write-gate", "install": ["pypi:mcp-write-gate"], "stars": 0, "pushed": "2026-09-26T11:44:09Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.purahmanian/measure-mcp", "name": "measure-mcp", "kind": "mcp", "official": null, "desc": "AI tape measure: cookware capacity, recipe scaling, room fit, Amazon FBA size tiers, moving volume.", "repo": "https://github.com/purahmanian/measure-mcp", "install": ["pypi:measure-mcp"], "stars": 0, "pushed": "2026-10-16T13:34:08Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.roxyapi/mesoamerican-astrology", "name": "Mesoamerican Astrology MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "Maya Tzolkin, Haab, Long Count and Aztec tonalpohualli day signs and readings for AI agents.", "repo": null, "install": ["https://roxyapi.com/mcp/mesoamerican-astrology"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2485 ms · 18 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.wong13977-oss/messnomore-data-tools", "name": "MessNoMore Data Tools", "kind": "mcp", "official": null, "desc": "Visa sponsors, school holidays, halal, HS codes, baggage, IAB categories, mobile plans, recipes.", "repo": "https://github.com/wong13977-oss/messnomore-mcp", "install": ["https://mcp.apify.com/?tools=messnomore/cfp-radar,messnomore/school-holidays-api,messnomore/visa-sponsor-checker,messnomore/halal-certificate-checker,messnomore/airline-baggage-allowance,messnomore/hs-code-classifier,messnomore/sea-listing-localizer,messnomore/website-categorization,messnomore/mobile-plans-tracker,messnomore/video-to-recipe,get-actor-run,get-dataset-items"], "stars": 0, "pushed": "2026-10-17T06:45:21Z", "license": "MIT", "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:net.metatake/mcp", "name": "Metatake", "kind": "mcp", "official": null, "desc": "Original film criticism: multi-framework readings, TakeScore ratings, kindred films.", "repo": null, "install": ["https://metatake.net/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "metatake", "live": "Live · 3106 ms · 6 tools · free to try: `get_takescore` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.a2awire/data-microsoft-research-ai-research-blog", "name": "Microsoft Research Blog — AI Research Announcements (msrwatch)", "kind": "mcp", "official": null, "desc": "Microsoft Research Blog: AI research posts. $0.01/query. Register in-session — free testnet funds.", "repo": "https://github.com/ee324/a2awire", "install": ["https://a2awire.com/mcp/data/msrwatch-microsoft-research-blog-ai-research-announcements-5a3751/http"], "stars": null, "pushed": null, "license": null, "plat": "microsoft research", "live": "Live · 1973 ms · 21 tools · `check_earnings` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.lordfreez-ship-it/mil", "name": "MIL — Machine Intelligence Layer", "kind": "mcp", "official": null, "desc": "Swedish company data (Bolagsverket, SCB) for AI agents, verified, with history and annual reports", "repo": "https://github.com/lordfreez-ship-it/mil-swedish-company-data", "install": ["https://www.milquery.com/api/mcp?src=registry"], "stars": 0, "pushed": "2026-10-14T11:26:03Z", "license": null, "plat": "bolagsverket", "live": "Live · 4422 ms · 9 tools · free to try: `search_companies` answered without a key (checked 2026-11-13)"}, {"id": "mcp:co.missedtakes/missedtakes", "name": "MissedTakes", "kind": "mcp", "official": null, "desc": "Graded track records of NFL and election pundits: records, leaderboards, takes, game and race calls.", "repo": null, "install": ["https://missedtakes.co/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "missedtakes", "live": "Live · 2036 ms · 9 tools · free to try: `find_entities` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.a2awire/data-mit-research-news-university-science", "name": "MIT Research & Science News — buy per-query in-session (mitwatch)", "kind": "mcp", "official": null, "desc": "MIT research news: science & engineering. $0.01/query. Be born in one call — free testnet funds.", "repo": "https://github.com/ee324/a2awire", "install": ["https://a2awire.com/mcp/data/mitwatch-mit-research-science-news-a93aa5/http"], "stars": null, "pushed": null, "license": null, "plat": "mit", "live": "Live · 2036 ms · 21 tools · `check_earnings` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.GoodTurnStudio/mizan", "name": "Mizan", "kind": "mcp", "official": null, "desc": "Shariah screening of US stocks under four standards, halal alternatives, purification and zakat.", "repo": "https://github.com/GoodTurnStudio/goodturn-mcp", "install": ["https://goodturn-mcp.pages.dev/mizan/mcp"], "stars": 0, "pushed": "2026-10-04T00:31:38Z", "license": "MIT", "plat": "religious", "live": "Live · 1197 ms · 6 tools · free to try: `find_halal_alternatives` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.rocnubie/mla-citation-generator-mcp", "name": "MLA Citation Generator MCP", "kind": "mcp", "official": null, "desc": "MLA Citation Generator creates accurate MLA-format citations from a DOI, ISBN, URL, or manual", "repo": "https://github.com/rocnubie/mla-citation-generator-mcp", "install": [], "stars": 0, "pushed": "2026-05-21T13:37:11Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.openmoca/moca-mcp", "name": "MOCA", "kind": "mcp", "official": null, "desc": "Search and cite MOCA knowledge packages, verified and with citation records, on your machine.", "repo": "https://github.com/openmoca/moca-mcp-dotnet", "install": ["nuget:OpenMoca.Mcp"], "stars": 0, "pushed": "2026-11-12T14:10:14Z", "license": "Apache-2.0", "plat": "moca", "live": "Not checked (runs locally)"}, {"id": "mcp:com.moltlinestudio/research", "name": "Moltline Research Desk", "kind": "mcp", "official": null, "desc": "7 research navigation, thesis, note-taking and citation skill products. 6 of 8 free.", "repo": "https://github.com/GarphenGate/moltline-mcp", "install": ["https://mcp.moltlinestudio.com/research"], "stars": 0, "pushed": "2026-11-10T21:26:46Z", "license": "MIT", "plat": "", "live": "Down · HTTP 429 (checked 2026-11-13)"}, {"id": "mcp:io.github.AndrewVG23/library", "name": "Moral Theology Library", "kind": "mcp", "official": null, "desc": "Links to Grisez on twotlj.org and the public record for Finnis.", "repo": "https://github.com/AndrewVG23/rag_mcp", "install": ["https://library-mcp-production-0ea7.up.railway.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1161 ms · 6 tools · free to try: `search_library` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.motoclassicpro/technical-knowledge", "name": "MotoClassic Knowledge", "kind": "mcp", "official": null, "desc": "App-approved motorcycle research relay for a local technical library. Free limited pilot.", "repo": null, "install": ["https://knowledge-mcp.motoclassicpro.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:uk.co.motstat/mot", "name": "motstat", "kind": "mcp", "official": null, "desc": "UK car reliability from real MOT results: first-time pass rates by make, model and number plate.", "repo": null, "install": ["https://mcp.motstat.co.uk/mcp"], "stars": null, "pushed": null, "license": null, "plat": "motstat", "live": "Live · 3076 ms · 4 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.Steven3265/moyneross", "name": "Moyne Ross", "kind": "mcp", "official": null, "desc": "Moyne Ross research on commercial property capital, and a technical library of building elements.", "repo": "https://github.com/Steven3265/moyneross-mcp", "install": ["https://mcp.moyneross.com/mcp"], "stars": 0, "pushed": "2026-11-11T07:15:16Z", "license": "MIT", "plat": "moyne ross", "live": "Live · 1607 ms · 10 tools · free to try: `search_research` answered without a key (checked 2026-11-13)"}, {"id": "mcp:ai.msza/polish-catholic-sermons", "name": "msza.ai — Polish Catholic Sermons ✝", "kind": "mcp", "official": null, "desc": "Search public Polish Catholic sermons, transcripts, Scripture, prayers, churches and daily content.", "repo": null, "install": ["https://msza.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2252 ms · 17 tools · free to try: `search_msza_ai` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.multifate/mcp", "name": "Multifate chart calculator", "kind": "mcp", "official": null, "desc": "Zi Wei Dou Shu and Da Liu Ren chart calculators by Multifate: exact palaces, stars and plates.", "repo": null, "install": ["https://multifate.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 6311 ms · 2 tools (checked 2026-11-13)"}, {"id": "mcp:co.myaiguide/myaiguide", "name": "My AI Guide", "kind": "mcp", "official": null, "desc": "Read-only access to the My AI Guide directory of AI tools, repos, plugins, news and guides.", "repo": null, "install": ["https://myaiguide.co/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "my ai guide", "live": "Live · 1438 ms · 18 tools · free to try: `get_tool` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.mystarletter/human-design-chart", "name": "My Star Letter: Human Design Chart", "kind": "mcp", "official": null, "desc": "Human Design chart from a birth date, time and time zone: type, authority, profile, centers.", "repo": null, "install": ["https://mystarletter.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1235 ms · 1 tools (checked 2026-11-13)"}, {"id": "mcp:com.mystictiming/bazi", "name": "Mystic Timing: birth time readings", "kind": "mcp", "official": null, "desc": "What your birth date and time say about you: personality, love, timing. Readings in 20 languages.", "repo": null, "install": ["https://mystictiming-mcp.yaletongxue.workers.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 859 ms · 3 tools (checked 2026-11-13)"}, {"id": "mcp:social.naksha/muhurat", "name": "Naksha Muhurat", "kind": "mcp", "official": null, "desc": "Auspicious Hindu muhurat dates for griha pravesh, marriage and more, by city and month.", "repo": null, "install": ["https://muhurat-mcp.naksha.social/mcp"], "stars": null, "pushed": null, "license": null, "plat": "naksha muhurat", "live": "Live · 930 ms · 2 tools (checked 2026-11-13)"}, {"id": "mcp:social.naksha/vedic-astrology", "name": "Naksha Vedic Astrology", "kind": "mcp", "official": null, "desc": "Vedic kundli, daily sky, kundli milan, sade sati and mangal dosha from birth details.", "repo": null, "install": ["https://mcp.naksha.social/mcp"], "stars": null, "pushed": null, "license": null, "plat": "naksha vedic astrology", "live": "Live · 1064 ms · 5 tools (checked 2026-11-13)"}, {"id": "mcp:baby.namesake/discovery", "name": "Namesake — baby name catalog and guides", "kind": "mcp", "official": null, "desc": "Read-only access to Namesake's baby name catalog: meaning, origin, pronunciation, popularity trend.", "repo": null, "install": ["https://namesake.baby/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 307 (checked 2026-11-13)"}, {"id": "mcp:com.a2awire/data-nasa-mission-space-news", "name": "NASA Mission & Space News — buy per-query in-session (nasanewswatch)", "kind": "mcp", "official": null, "desc": "NASA mission & space news: launches, science. $0.01/query. Be born in one call — free testnet funds.", "repo": "https://github.com/ee324/a2awire", "install": ["https://a2awire.com/mcp/data/nasanewswatch-nasa-mission-space-news-42f1f3/http"], "stars": null, "pushed": null, "license": null, "plat": "nasa news", "live": "Live · 1680 ms · 21 tools · `check_earnings` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/nationalize", "name": "Nationalize", "kind": "mcp", "official": null, "desc": "Nationalize MCP — nationality prediction from first name (nationalize.io, free, no auth)", "repo": "https://github.com/pipeworx-io/mcp-nationalize", "install": ["npm:@pipeworx/mcp-nationalize", "https://gateway.pipeworx.io/nationalize/mcp"], "stars": 0, "pushed": "2026-11-09T14:22:19Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.robbiegeorgephotography/naturepedia", "name": "Naturepedia Canonical Discovery", "kind": "mcp", "official": null, "desc": "Search and resolve Naturepedia, Robbie's Razor, and GC-MRD-v2.0 canonical resources.", "repo": "https://github.com/RobbieRazor/robbies-razor-benchmarks", "install": ["https://mcp.robbiegeorgephotography.com/mcp"], "stars": 0, "pushed": "2026-11-12T17:48:29Z", "license": "NOASSERTION", "plat": "", "live": "Live · 1486 ms · 3 tools · free to try: `about_naturepedia` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/nber-macrohistory", "name": "Nber Macrohistory", "kind": "mcp", "official": null, "desc": "NBER Macrohistory Database — the National Bureau of Economic Research's 'Public Use Data Archive'…", "repo": "https://github.com/pipeworx-io/mcp-nber-macrohistory", "install": ["npm:@pipeworx/mcp-nber-macrohistory", "https://gateway.pipeworx.io/nber-macrohistory/mcp"], "stars": 0, "pushed": "2026-11-09T14:22:27Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.nearfine/books", "name": "Near Fine", "kind": "mcp", "official": null, "desc": "Search booksellers worldwide for any book, new or used, and set alerts for copies not listed yet.", "repo": null, "install": ["https://nearfine.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3780 ms · 5 tools · `list_alerts` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:com.neuralcosmology/neuralcosmology", "name": "Neural Cosmology", "kind": "mcp", "official": null, "desc": "Answers, essays, experiments and books on consciousness and cosmology: search, read, buy.", "repo": null, "install": ["https://neuralcosmology.com/mcp", "https://neuralcosmology.com/mcp/account"], "stars": null, "pushed": null, "license": null, "plat": "neural cosmology", "live": "Live · 1874 ms · 4 tools · free to try: `search` answered without a key (checked 2026-11-13)"}, {"id": "mcp:app.neurorank/mcp", "name": "NeuroRank", "kind": "mcp", "official": null, "desc": "Esports cognitive-combine data over MCP: free cohort stats, paid player & team scouting reports.", "repo": null, "install": ["https://www.neurorank.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "esports", "live": "Down · HTTP 402 (checked 2026-11-13)"}, {"id": "mcp:com.a2awire/data-science-breakthrough-new-research-papers", "name": "New Research Papers & Science Breakthroughs — buy per-query in-session (scibreak)", "kind": "mcp", "official": null, "desc": "Science breakthroughs: new research papers. $0.01/query. Be born in one call — free testnet funds.", "repo": "https://github.com/ee324/a2awire", "install": ["https://a2awire.com/mcp/data/scibreak-new-research-papers-science-breakthroughs-5bc973/http"], "stars": null, "pushed": null, "license": null, "plat": "sciencebreak", "live": "Live · 1576 ms · 21 tools · `check_earnings` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:com.nicheangle/niche", "name": "Niche: Your niche, followed for you", "kind": "mcp", "official": null, "desc": "Read niche briefings, research news, and explore sourced story angles with your assistant.", "repo": "https://github.com/sailquery/niche-mcp", "install": ["https://api.nicheangle.com/mcp"], "stars": 0, "pushed": "2026-10-16T21:48:01Z", "license": "NOASSERTION", "plat": "", "live": "Live · 1151 ms · 8 tools · `niche_whoami` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/nih-supplements", "name": "Nih Supplements", "kind": "mcp", "official": null, "desc": "NIH Supplements", "repo": "https://github.com/pipeworx-io/mcp-nih-supplements", "install": ["npm:@pipeworx/mcp-nih-supplements", "https://gateway.pipeworx.io/nih-supplements/mcp"], "stars": 0, "pushed": "2026-11-09T14:23:58Z", "license": "MIT", "plat": "nih", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.michaelcolenso/nobodynamed", "name": "NobodyNamed", "kind": "mcp", "official": null, "desc": "US baby name popularity data from SSA records (1880-2025): search, trends, geography, culture.", "repo": "https://github.com/michaelcolenso/babynames", "install": ["https://nobodynamed.com/mcp"], "stars": 0, "pushed": "2026-11-08T21:48:38Z", "license": "MIT", "plat": "ssa", "live": "Live · 2407 ms · 12 tools · free to try: `get_name_twin` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.nomads/mcp", "name": "Nomads.com", "kind": "mcp", "official": null, "desc": "Find the best cities to live and work remotely: cost of living, internet, safety, weather and more.", "repo": null, "install": ["https://nomads.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "nomads.com", "live": "Live · 1036 ms · 14 tools · `get_trips` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.helena-bioinformatics/noodle", "name": "Noodle Biomedical Literature Discovery MCP", "kind": "mcp", "official": null, "desc": "Search biomedical papers, inspect publication records, and traverse citation or semantic graphs.", "repo": "https://github.com/helena-bioinformatics/noodle-mcp", "install": ["https://api.helena.bio/noodle/v1/mcp"], "stars": 0, "pushed": "2026-09-01T00:33:07Z", "license": "Apache-2.0", "plat": "noodle", "live": "Live · 3708 ms · 7 tools · free to try: `get_publication_neighborhood` answered without a key (checked 2026-11-13)"}, {"id": "mcp:dev.cotlet/notebooklm", "name": "NotebookLM MCP Server and API by Cotlet", "kind": "mcp", "official": null, "desc": "NotebookLM AI research notebook MCP server: list notebooks, create notebook, add source.", "repo": null, "install": ["https://cotlet.dev/mcp/v1/notebooklm/connect", "https://cotlet.dev/mcp/v1/notebooklm"], "stars": null, "pushed": null, "license": null, "plat": "notebooklm", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/nplg-catalog", "name": "Nplg Catalog", "kind": "mcp", "official": null, "desc": "National Parliamentary Library of Georgia MCP — the union catalogue and the digital library, both…", "repo": "https://github.com/pipeworx-io/mcp-nplg-catalog", "install": ["npm:@pipeworx/mcp-nplg-catalog", "https://gateway.pipeworx.io/nplg-catalog/mcp"], "stars": 0, "pushed": "2026-11-09T14:25:17Z", "license": "MIT", "plat": "national parliamentary library of georgi", "live": "Not checked (runs locally)"}, {"id": "mcp:com.roxyapi/numerology", "name": "Numerology MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "Life Path, Expression, karmic debt and Chaldean numerology readings for AI agents.", "repo": null, "install": ["https://roxyapi.com/mcp/numerology"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2169 ms · 20 tools (checked 2026-11-13)"}, {"id": "mcp:com.nomnaviet/han-nom", "name": "Nôm Na Việt — Hán Nôm Dictionary", "kind": "mcp", "official": null, "desc": "Vietnamese Chữ Nôm & Hán: lookup, search, conversion, and original Đại Nam Quấc âm tự vị entries.", "repo": "https://github.com/nomnaviet/nomnaviet", "install": ["https://api.nomnaviet.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "nôm na việt", "live": "Live · 3759 ms · 4 tools · free to try: `lookup_dictionary_entry` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/oeis", "name": "Oeis", "kind": "mcp", "official": null, "desc": "OEIS (On-Line Encyclopedia of Integer Sequences) MCP. Authoritative database of integer sequences.…", "repo": "https://github.com/pipeworx-io/mcp-oeis", "install": ["npm:@pipeworx/mcp-oeis", "https://gateway.pipeworx.io/oeis/mcp"], "stars": 0, "pushed": "2026-11-09T14:26:43Z", "license": "MIT", "plat": "oeis", "live": "Not checked (runs locally)"}, {"id": "mcp:com.offnadir-delta/mcp", "name": "Off-Nadir Delta", "kind": "mcp", "official": null, "desc": "From first signal to satellite evidence: live world-event intelligence and collection planning.", "repo": "https://github.com/Off-Nadir-Lab/offnadir-delta-mcp", "install": ["https://offnadir-delta.com/api/v1/mcp"], "stars": 0, "pushed": "2026-11-12T08:51:29Z", "license": "Apache-2.0", "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.a2awire/data-google-product-announcement-release", "name": "Official Google Product Announcements — buy per-query in-session (googleblogwatch)", "kind": "mcp", "official": null, "desc": "Official Google product launches. $0.01/query. Be born in one call — free testnet funds.", "repo": "https://github.com/ee324/a2awire", "install": ["https://a2awire.com/mcp/data/googleblogwatch-official-google-product-announcements-releases-a7837c/http"], "stars": null, "pushed": null, "license": null, "plat": "google blog", "live": "Live · 2220 ms · 21 tools · `check_earnings` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.onlygoodantibodies/oga-antibodies", "name": "OGA Antibody Validation", "kind": "mcp", "official": null, "desc": "Knockout-controlled antibody validation lookups over the Only Good Antibodies dataset", "repo": "https://github.com/onlygoodantibodies/oga_website", "install": ["https://oga-mcp.onrender.com/readonly/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.olfastory/perfume-encyclopedia", "name": "Olfastory", "kind": "mcp", "official": null, "desc": "Perfume encyclopedia: notes, family, perfumer, year and house of 4,000+ perfumes in six languages.", "repo": null, "install": ["https://www.olfastory.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "olfastory", "live": "Live · 2024 ms · 5 tools · free to try: `search_perfumes` answered without a key (checked 2026-11-15)"}, {"id": "mcp:io.github.open-mtor-atlas/mtor-atlas", "name": "Oliver's mTOR Atlas", "kind": "mcp", "official": null, "desc": "Evidence-labelled mTOR research: studies, entities, pathway claims, contradictions, open questions.", "repo": "https://github.com/open-mtor-atlas/atlas", "install": ["npm:mtor-atlas-mcp", "https://mtor-atlas-mcp.mtor-atlas.workers.dev/mcp"], "stars": 0, "pushed": "2026-11-09T15:23:58Z", "license": "CC-BY-4.0", "plat": "mtor", "live": "Not checked (runs locally)"}, {"id": "mcp:fm.oncast/oncast", "name": "Oncast", "kind": "mcp", "official": null, "desc": "Fact-checked news stories from Oncast's live AI radio: verified claims with source links.", "repo": null, "install": ["https://oncast.fm/mcp"], "stars": null, "pushed": null, "license": null, "plat": "oncast", "live": "Live · 1487 ms · 4 tools · free to try: `search_stories` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.bepolabs/openalex-works", "name": "OpenAlex Research Papers Scraper: citations, abstracts, PDFs", "kind": "mcp", "official": null, "desc": "Citations, abstracts, PDFs, as one MCP tool through Apify", "repo": null, "install": ["https://mcp.apify.com?tools=bepolabs/openalex-works"], "stars": null, "pushed": null, "license": null, "plat": "apify", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.Taru0208/openfda-mcp-server", "name": "OpenFDA Safety Data", "kind": "mcp", "official": null, "desc": "Search FDA safety data: drug adverse events, recalls, and device events.", "repo": "https://github.com/Taru0208/openfda-mcp-server", "install": ["https://aligned-kettledrum--openfda-mcp-server.apify.actor/mcp"], "stars": null, "pushed": null, "license": null, "plat": "openfda", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.OpenHeritageOnline/public-search", "name": "OpenHeritage Public Search", "kind": "mcp", "official": null, "desc": "Read-only OpenHeritage search for genealogy and cultural heritage records.", "repo": "https://github.com/OpenHeritageOnline/agent-tooling", "install": ["https://openheritage.online/mcp"], "stars": 0, "pushed": "2026-11-11T19:34:19Z", "license": null, "plat": "", "live": "Down · HTTP 400 (checked 2026-11-13)"}, {"id": "mcp:com.openplaglabs/openplag", "name": "OpenPlag Labs", "kind": "mcp", "official": null, "desc": "Free originality checks for academic papers: 180M+ open-access records, 8 languages.", "repo": null, "install": ["https://app.openplaglabs.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1921 ms · 2 tools (checked 2026-11-14)"}, {"id": "mcp:io.github.openqfr-dev/openqfr", "name": "OpenQFR", "kind": "mcp", "official": null, "desc": "Search machine-readable quantitative strategy failure evidence before repeating failed research.", "repo": "https://github.com/openqfr-dev/openqfr", "install": ["https://openqfr.dev/mcp"], "stars": 0, "pushed": "2026-09-09T01:41:42Z", "license": "NOASSERTION", "plat": "", "live": "Live · 1310 ms · 3 tools · free to try: `qfr_search` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.openrepro/ledger", "name": "OpenRepro ledger", "kind": "mcp", "official": null, "desc": "Does a paper reproduce? Read-only lookup of OpenRepro's re-run reports, claims and evidence.", "repo": null, "install": ["https://mcp.openrepro.org/mcp"], "stars": null, "pushed": null, "license": null, "plat": "openrepro", "live": "Live · 1968 ms · 6 tools · free to try: `search_reports` answered without a key (checked 2026-11-13)"}, {"id": "mcp:org.rrmacademy/library", "name": "org.rrmacademy/library", "kind": "mcp", "official": null, "desc": "Search 4,130+ peer-reviewed articles on restorative reproductive medicine, with fact verification", "repo": null, "install": ["https://mcp.rrmacademy.org/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1539 ms · 5 tools · `search` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:site.chatgpt.unamed.othernet-reunion/othernet", "name": "Othernet — La Réunion", "kind": "mcp", "official": null, "desc": "Research La Réunion with cited sources, inspect changes, and contribute documented corrections.", "repo": null, "install": ["https://othernet-reunion.unamed.chatgpt.site/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2661 ms · 33 tools · `get_agent_home` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:ai.outset/mcp", "name": "Outset", "kind": "mcp", "official": null, "desc": "AI-moderated research platform: create and launch studies and query interview results.", "repo": "https://github.com/Outset-AI/outset-mcp", "install": ["https://api.outset.ai/mcp/"], "stars": 0, "pushed": "2026-07-02T23:37:16Z", "license": "MIT", "plat": "outset", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.painbase/painbase", "name": "Painbase", "kind": "mcp", "official": null, "desc": "Real problems people complain about online, scored 0-100, to find and validate startup ideas.", "repo": null, "install": ["https://painbase.io/mcp"], "stars": null, "pushed": null, "license": null, "plat": "painbase", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:org.communicatingpalestine.palianswers/palianswers", "name": "PaliAnswers", "kind": "mcp", "official": null, "desc": "PIPD's sourced answers to common claims and myths about Palestine, with links to each answer.", "repo": null, "install": ["https://palianswers.communicatingpalestine.org/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1249 ms · 4 tools · free to try: `list_themes` answered without a key (checked 2026-11-14)"}, {"id": "mcp:io.github.joshuasundance-swca/paper-chaser-mcp", "name": "Paper Chaser MCP", "kind": "mcp", "official": null, "desc": "MCP server for academic papers, citations, authors, ECOS dossiers, and Federal Register text.", "repo": "https://github.com/joshuasundance-swca/paper-chaser-mcp", "install": ["oci:ghcr.io/joshuasundance-swca/paper-chaser-mcp:0.2.2"], "stars": 0, "pushed": "2026-07-25T20:03:39Z", "license": "MIT", "plat": "academic papers", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.TonyChen56/paperbanana-prompts", "name": "PaperBanana Research Figure Prompts", "kind": "mcp", "official": null, "desc": "Search and read public research figure prompt templates from PaperBanana.", "repo": "https://github.com/TonyChen56/paperbanana", "install": ["https://paperbanana-prompts-mcp.873217126.workers.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "paperbanana", "live": "Live · 1131 ms · 2 tools · free to try: `search_research_prompts` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.manuqwert1234/papercheck", "name": "PaperCheck", "kind": "mcp", "official": null, "desc": "Check a paper for AI-written text and plagiarism before Turnitin, with the exact lines to fix.", "repo": null, "install": ["https://paper-check.me/mcp"], "stars": null, "pushed": null, "license": null, "plat": "turnitin", "live": "Down · HTTP 503 (checked 2026-11-13)"}, {"id": "mcp:io.github.LAHutchins91/papers", "name": "Papers by Ouroboros Apps", "kind": "mcp", "official": null, "desc": "Research paper search with real citations and reference formatting for AI assistants", "repo": "https://github.com/LAHutchins91/papers-mcp", "install": ["https://papers-mcp.vercel.app/mcp"], "stars": 0, "pushed": "2026-10-11T15:34:31Z", "license": "MIT", "plat": "", "live": "Live · 717 ms · 4 tools · `get_paper` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/paperswithcode", "name": "Paperswithcode", "kind": "mcp", "official": null, "desc": "Papers (ML research) MCP.", "repo": "https://github.com/pipeworx-io/mcp-paperswithcode", "install": ["npm:@pipeworx/mcp-paperswithcode", "https://gateway.pipeworx.io/paperswithcode/mcp"], "stars": 0, "pushed": "2026-11-09T14:31:20Z", "license": "MIT", "plat": "paperswithcode", "live": "Not checked (runs locally)"}, {"id": "mcp:app.papertext.app/papertext-mcp", "name": "Papertext", "kind": "mcp", "official": null, "desc": "Academic literature search, retrieval, and private library management on top of OpenAlex.", "repo": "https://github.com/jhytabest/papertext", "install": ["https://app.papertext.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "papertext", "live": "Down · URLError: <urlopen error [Errno 11001] getaddrinfo failed> (checked 2026-11-13)"}, {"id": "mcp:com.papervantage/mcp", "name": "PaperVantage", "kind": "mcp", "official": null, "desc": "Search distilled arXiv papers, full-text chunks, figures, citations, and reading lists.", "repo": null, "install": ["https://mcp.papervantage.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-15)"}, {"id": "mcp:io.consiliumos/parliamentos", "name": "ParliamentOS – Bundestag, Landtage, Nationalrat, EU", "kind": "mcp", "official": null, "desc": "German, Austrian and EU parliament sources; signed, deterministic citation checks for AI answers", "repo": "https://github.com/Consilium-Intelligence/parliamentos-skills", "install": ["https://slbysjtdcfwilupwqerr.supabase.co/functions/v1/parliamentos-mcp"], "stars": 0, "pushed": "2026-11-12T09:54:10Z", "license": "MIT", "plat": "german, austrian and eu parliaments", "live": "Live · 2749 ms · 64 tools · `search` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:app.peptidelibrary/peptide-library", "name": "Peptide Library", "kind": "mcp", "official": null, "desc": "Peptide research profiles, evidence by tier, comparisons and educational content. No dosing.", "repo": "https://github.com/ryandelauz/peptide-library-mcp", "install": ["https://peptidelibrary.app/mcp"], "stars": 0, "pushed": "2026-11-07T22:48:59Z", "license": "MIT", "plat": "", "live": "Live · 2694 ms · 12 tools · free to try: `get_peptide_details` answered without a key (checked 2026-11-13)"}, {"id": "mcp:co.peptidesacademy/peptides-academy", "name": "Peptides Academy", "kind": "mcp", "official": null, "desc": "Evidence-first peptide research: dossier summaries, comparisons and paper search, linked to courses.", "repo": null, "install": ["https://peptidesacademy.co/mcp"], "stars": null, "pushed": null, "license": null, "plat": "peptides academy", "live": "Live · 1615 ms · 4 tools · free to try: `get_peptide_research` answered without a key (checked 2026-11-13)"}, {"id": "mcp:ai.qompass/phaedrus", "name": "Phaedrus", "kind": "mcp", "official": null, "desc": "Research-feed MCP server: literature-watch findings, watchlist, and revenue-candidate drafts.", "repo": "https://github.com/qompassai/phaedrus", "install": ["mcpb:https://github.com/qompassai/phaedrus/releases/download/v1.0.0/phaedrus-mcp-1.0.0-linux-x64.mcpb"], "stars": 0, "pushed": "2026-11-03T10:17:51Z", "license": "Apache-2.0", "plat": "phaedrus", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.musharna/phylokit-mcp", "name": "phylokit-mcp", "kind": "mcp", "official": null, "desc": "Phylogenetic inference via IQ-TREE 3 — never returns a topology without its support", "repo": "https://github.com/musharna/phylokit-mcp", "install": ["pypi:phylokit-mcp"], "stars": 0, "pushed": "2026-11-13T07:03:32Z", "license": "GPL-2.0", "plat": "iq-tree", "live": "Not checked (runs locally)"}, {"id": "mcp:com.a2awire/data-physics-news-technology-news-science-headlines", "name": "Physics & Technology News — buy per-query in-session (physorgwatch)", "kind": "mcp", "official": null, "desc": "Physics & tech-news headlines: phys.org daily. Be born in one call — free testnet funds.", "repo": "https://github.com/ee324/a2awire", "install": ["https://a2awire.com/mcp/data/physorgwatch-physics-technology-news-81a381/http"], "stars": null, "pushed": null, "license": null, "plat": "phys.org", "live": "Live · 1552 ms · 21 tools · `check_earnings` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.thaohienhomes/pho-research-tools", "name": "Phở Research Tools", "kind": "mcp", "official": null, "desc": "Verifies AI-written references; finds real papers, evidence, datasets and research tools; PRISMA.", "repo": "https://github.com/thaohienhomes/pho-research-tools", "install": ["https://mcp.pho.chat/mcp"], "stars": 0, "pushed": "2026-11-04T21:49:31Z", "license": "MIT", "plat": "ai research", "live": "Live · 6966 ms · 13 tools · free to try: `find_datasets` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.AyodejiOO/plain-ayi", "name": "Plain-AyI", "kind": "mcp", "official": null, "desc": "Search a plain-English guide to open-source AI projects: what each does, cost and privacy.", "repo": "https://github.com/AyodejiOO/plain-ayi-connector", "install": ["https://plain-ayi.com/mcp"], "stars": 0, "pushed": "2026-11-05T20:24:40Z", "license": "MIT", "plat": "", "live": "Live · 1695 ms · 3 tools · free to try: `search_projects` answered without a key (checked 2026-11-13)"}, {"id": "mcp:ae.plantguide/dubai-gardening", "name": "Plant Guide: Dubai gardening research", "kind": "mcp", "official": null, "desc": "What to plant in Dubai, indoor plants, plant care in the heat, garden styles and Garden Care prices.", "repo": null, "install": ["https://plantguide.ae/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2267 ms · 15 tools · free to try: `search_guides` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.musharna/plantcv-mcp", "name": "plantcv-mcp", "kind": "mcp", "official": null, "desc": "Plant phenotyping via PlantCV — returns traits plus the segmentation overlay they came from", "repo": "https://github.com/musharna/plantcv-mcp", "install": ["pypi:plantcv-mcp"], "stars": 0, "pushed": "2026-11-13T06:59:02Z", "license": "MIT", "plat": "plantcv", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/plos", "name": "Plos", "kind": "mcp", "official": null, "desc": "PLOS Search MCP — Solr-backed search over all PLOS journals.", "repo": "https://github.com/pipeworx-io/mcp-plos", "install": ["npm:@pipeworx/mcp-plos", "https://gateway.pipeworx.io/plos/mcp"], "stars": 0, "pushed": "2026-11-09T14:33:14Z", "license": "MIT", "plat": "plos", "live": "Not checked (runs locally)"}, {"id": "mcp:company.pontis/site", "name": "Pontis", "kind": "mcp", "official": null, "desc": "Read-only public information about Pontis: what it does, its gatherings, content and focus.", "repo": null, "install": ["https://pontis.company/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1383 ms · 2 tools · free to try: `get_overview` answered without a key (checked 2026-11-13)"}, {"id": "mcp:vision.pragma/observatory", "name": "Pragma.Vision Observatory", "kind": "mcp", "official": null, "desc": "Technology readiness signals, lens boards and prediction ledgers from the Pragma.Vision atlas.", "repo": null, "install": ["https://mcp.pragma.vision/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:app.rowb.prices/index", "name": "Price Index — published API prices with sources", "kind": "mcp", "official": null, "desc": "Published prices of OG-image and screenshot APIs, each with the vendor page it was read from.", "repo": null, "install": ["https://prices.rowb.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1844 ms · 6 tools · free to try: `list_indexed_services` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.priorcase/priorcase", "name": "Priorcase", "kind": "mcp", "official": null, "desc": "Past moments that look like now with what followed each, and every CPI and FOMC with its outcome.", "repo": null, "install": ["https://priorcase.com/mcp/"], "stars": null, "pushed": null, "license": null, "plat": "priorcase", "live": "Live · 3991 ms · 11 tools · free to try: `list_events` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.progrss/plates", "name": "progrss", "kind": "mcp", "official": null, "desc": "Sourced charts on how the world is shifting: power, economy, energy, people, planet, food.", "repo": null, "install": ["https://progrss.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2119 ms · 6 tools · free to try: `list_stories` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.protoperfect/labs", "name": "Protoperfect Labs", "kind": "mcp", "official": null, "desc": "Search and read Protoperfect Labs research, documentation and glossary. Read-only.", "repo": null, "install": ["https://protoperfect.io/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "protoperfect labs", "live": "Live · 2263 ms · 4 tools · free to try: `search_documents` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.mildo-ai/provenio", "name": "Provenio — Art Intelligence", "kind": "mcp", "official": null, "desc": "Art provenance intelligence — 282K-node knowledge graph with cited answers and honest gaps.", "repo": "https://github.com/mildo-ai/provenio", "install": ["https://provenio.art/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 404 (checked 2026-11-13)"}, {"id": "mcp:io.github.parallect/prxhub", "name": "prxhub", "kind": "mcp", "official": null, "desc": "Search, cite, download, and publish .prx research bundles on prxhub.com.", "repo": "https://github.com/parallect/prxhub", "install": ["https://prxhub.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "prxhub", "live": "Live · 22461 ms · 19 tools · free to try: `search_bundles` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.psilocybin-research/research", "name": "Psilocybin Research MCP — Papers, Trials and Research Data", "kind": "mcp", "official": null, "desc": "Read-only psilocybin literature, trial facts, citations and verified bibliographic datasets.", "repo": null, "install": ["https://psilocybin-research.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "psilocybin research", "live": "Down · HTTP 405 (checked 2026-11-13)"}, {"id": "mcp:io.github.chomkaevan/public-domain-check", "name": "Public Domain Check", "kind": "mcp", "official": null, "desc": "Is a book, film or song public domain in the US, UK, EU, Canada or Japan? Pay per call via x402.", "repo": "https://github.com/chomkaevan/public-domain-check-mcp", "install": ["npm:public-domain-check-mcp", "https://public-domain-check-production.up.railway.app/copyright/mcp"], "stars": 0, "pushed": "2026-11-14T01:49:44Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:fun.publish/mcp", "name": "Publish.fun", "kind": "mcp", "official": null, "desc": "AI-reviewed research journal: submit, revise and track papers; cite and report published work.", "repo": null, "install": ["https://publish.fun/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "publish.fun", "live": "Live · 1312 ms · 13 tools · free to try: `get_submission_guidelines` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.olyport/pubmed", "name": "PubMed / MEDLINE Literature Search", "kind": "mcp", "official": null, "desc": "Search biomedical literature, get article details, find related articles, and explore MeSH terms", "repo": null, "install": ["https://mcp.olyport.com/pubmed/mcp"], "stars": null, "pushed": null, "license": null, "plat": "pubmed", "live": "Live · 3429 ms · 5 tools · free to try: `search_pubmed` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.a2awire/data-pubmed-biomedical-paper-research-article", "name": "PubMed Biomedical Papers — new research articles ($0.01/query)", "kind": "mcp", "official": null, "desc": "PubMed biomedical papers: new research daily. $0.01/query. Be born in one call — free testnet funds.", "repo": "https://github.com/ee324/a2awire", "install": ["https://a2awire.com/mcp/data/pubmedwatch-new-pubmed-biomedical-papers-e0bf9c/http"], "stars": null, "pushed": null, "license": null, "plat": "pubmed", "live": "Live · 1436 ms · 21 tools · `check_earnings` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.Taru0208/pubmed-mcp-server", "name": "PubMed Clinical Research", "kind": "mcp", "official": null, "desc": "Search 36M+ PubMed biomedical articles and ClinicalTrials.gov studies.", "repo": "https://github.com/Taru0208/pubmed-mcp-server", "install": ["https://aligned-kettledrum--pubmed-mcp-server.apify.actor/mcp"], "stars": null, "pushed": null, "license": null, "plat": "pubmed", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/pmid-ok", "name": "PubMed id shape, value discarded", "kind": "mcp", "official": null, "desc": "PubMed id shape, value discarded", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/pmid-ok/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "pubmed", "live": "Live · 1512 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.buildngrowsv/pubroot", "name": "Pubroot", "kind": "mcp", "official": null, "desc": "Search Pubroot's AI-reviewed papers, reviews and checked claims; read Priorroot CC0 disclosures.", "repo": "https://github.com/buildngrowsv/pubroot-website", "install": ["https://mcp.pubroot.com/mcp"], "stars": 0, "pushed": "2026-11-11T15:24:59Z", "license": "NOASSERTION", "plat": "pubroot", "live": "Live · 1600 ms · 9 tools · free to try: `get_related_work` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/pubtator", "name": "Pubtator", "kind": "mcp", "official": null, "desc": "PubTator 3 MCP — biomedical entity search, literature search with entity highlighting, and…", "repo": "https://github.com/pipeworx-io/mcp-pubtator", "install": ["npm:@pipeworx/mcp-pubtator", "https://gateway.pipeworx.io/pubtator/mcp"], "stars": 0, "pushed": "2026-11-09T14:35:14Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:co.pulselake/simulation-research", "name": "PulseLake Simulation Research", "kind": "mcp", "official": null, "desc": "Synthetic persona research and world simulations, with previewed credits and report files", "repo": null, "install": ["https://ai-consultants.pulselake.co/oauth/simulation-research-chat"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 410 (checked 2026-11-13)"}, {"id": "mcp:com.qadir/qadir", "name": "Qadir", "kind": "mcp", "official": null, "desc": "Prayer, iqamah and Jumu'ah times, masjids, halal food and khutbahs for the US, Canada and Mexico.", "repo": null, "install": ["https://qadir.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 984 ms · 9 tools · free to try: `find_city` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.a2awire/data-quanta-magazine-math-news-deep-science", "name": "Quanta Magazine Deep Science & Math News — buy per-query in-session (quantawatch)", "kind": "mcp", "official": null, "desc": "Quanta Magazine deep-science articles. $0.01/query. Be born in one call — free testnet funds.", "repo": "https://github.com/ee324/a2awire", "install": ["https://a2awire.com/mcp/data/quantawatch-quanta-magazine-deep-science-math-physics-journalism-b7a50a/http"], "stars": null, "pushed": null, "license": null, "plat": "quanta magazine", "live": "Live · 1447 ms · 21 tools · `check_earnings` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:com.qubitsok/mcp-server", "name": "qubitsok — Quantum Computing Jobs, Papers & Researchers", "kind": "mcp", "official": null, "desc": "Quantum computing jobs, arXiv papers & researcher profiles from qubitsok.com", "repo": null, "install": ["https://qubitsok.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "qubitsok", "live": "Live · 16681 ms · 7 tools · free to try: `getJobDetails` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.qurangallery/mcp", "name": "Quran Gallery MCP", "kind": "mcp", "official": null, "desc": "Classical Islamic library (Shamela, 8,594 books): verbatim Arabic cited by volume and page. No key.", "repo": null, "install": ["https://qurangallery.com/mcp/shamela"], "stars": null, "pushed": null, "license": null, "plat": "shamela", "live": "Live · 1324 ms · 15 tools (checked 2026-11-13)"}, {"id": "mcp:co.radicadouno/mcp", "name": "Radicado Uno", "kind": "mcp", "official": null, "desc": "Colombian company and procurement data by NIT, each field with its official source. Free checks.", "repo": "https://github.com/odela-pixel/radicadouno-mcp", "install": ["https://mcp.radicadouno.co/mcp"], "stars": 0, "pushed": "2026-10-12T18:16:56Z", "license": "MIT", "plat": "colombian company data", "live": "Live · 2409 ms · 28 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.svenkatreddy/ramayana-mcp", "name": "Ramayana Book MCP Server", "kind": "mcp", "official": null, "desc": "Valmiki Ramayana verses: lookup, search and verse-of-the-day in 4 languages", "repo": "https://github.com/svenkatreddy/ramayana-mcp", "install": ["https://ramayana-mcp.vercel.app/api/mcp"], "stars": 0, "pushed": "2026-10-25T11:19:00Z", "license": "MIT", "plat": "ramayana", "live": "Live · 1162 ms · 5 tools · free to try: `list_kandas` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/randomuser", "name": "Randomuser", "kind": "mcp", "official": null, "desc": "Random User MCP — wraps randomuser.me (free, no auth)", "repo": "https://github.com/pipeworx-io/mcp-randomuser", "install": ["npm:@pipeworx/mcp-randomuser", "https://gateway.pipeworx.io/randomuser/mcp"], "stars": 0, "pushed": "2026-11-09T14:36:06Z", "license": "MIT", "plat": "randomuser", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.alexvesely18-dot/ranger", "name": "Ranger", "kind": "mcp", "official": null, "desc": "Live US campground availability, wildfire and river conditions, and trails on public land.", "repo": null, "install": ["https://www.try-ranger.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2943 ms · 3 tools · free to try: `find_campgrounds` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.Insightwithhari/rbai-scholar", "name": "RBAi Scholar", "kind": "mcp", "official": null, "desc": "Search 17M+ biomedical journal abstracts (13M+ in PubMed) by meaning or by exact terms.", "repo": null, "install": ["https://scholar.thedreamlabinnovations.com/v1/mcp"], "stars": null, "pushed": null, "license": null, "plat": "pubmed", "live": "Live · 1653 ms · 2 tools · `search_corpus` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/rdap", "name": "Rdap", "kind": "mcp", "official": null, "desc": "RDAP MCP — Registration Data Access Protocol via IANA bootstrap.", "repo": "https://github.com/pipeworx-io/mcp-rdap", "install": ["npm:@pipeworx/mcp-rdap", "https://gateway.pipeworx.io/rdap/mcp"], "stars": 0, "pushed": "2026-11-09T14:36:17Z", "license": "MIT", "plat": "iana", "live": "Not checked (runs locally)"}, {"id": "mcp:com.realmarketlabs.tools/review-time", "name": "RealMarket Review Time", "kind": "mcp", "official": null, "desc": "Estimate hours and cost of systematic or literature reviews: screening and full-text reading.", "repo": null, "install": ["https://tools.realmarketlabs.com/mcp/review-time"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1442 ms · 1 tools (checked 2026-11-13)"}, {"id": "mcp:com.realworldapis/realworldapis", "name": "RealWorldAPIs", "kind": "mcp", "official": null, "desc": "Evidence-first registry of real-world APIs for AI agents, with verified metadata and comparison.", "repo": "https://github.com/rwapis/realworldapis-mcp", "install": ["https://mcp.realworldapis.com/mcp"], "stars": 0, "pushed": "2026-10-05T09:53:48Z", "license": null, "plat": "", "live": "Live · 6572 ms · 7 tools · free to try: `find_api_for_task` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.benchoi93/refcheck", "name": "refcheck", "kind": "mcp", "official": null, "desc": "Verify academic citations against real databases. Catches hallucinated references, exports BibTeX.", "repo": "https://github.com/UMN-Choi-Lab/refcheck", "install": ["pypi:refcheck-mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.inferweave/refereekit", "name": "refereekit", "kind": "mcp", "official": null, "desc": "Confidential peer review that checks a paper's citations. Set up from the install page first.", "repo": "https://github.com/junipertcy/refereekit", "install": ["pypi:refereekit"], "stars": 0, "pushed": "2026-10-31T06:09:32Z", "license": "MIT", "plat": "refereekit", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.joelp22-maker/referencesource", "name": "referencesource.org", "kind": "mcp", "official": null, "desc": "Verified reference data; each record carries its source URL and quote. verify_quote checks claims.", "repo": "https://github.com/joelp22-maker/referencesource-mcp", "install": ["npm:referencesource-mcp", "https://referencesource.org/mcp"], "stars": 0, "pushed": "2026-09-21T00:11:14Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.remyresearch/ordering", "name": "Remy Research MCP", "kind": "mcp", "official": null, "desc": "UAE research-use-only catalogue, AED quotes and buyer-reviewed checkout links. No order submission.", "repo": null, "install": ["https://remyresearch.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1837 ms · 3 tools · free to try: `search_products` answered without a key (checked 2026-11-13)"}, {"id": "mcp:uk.renewably/gb-electricity-prices-and-tariffs", "name": "Renewably", "kind": "mcp", "official": null, "desc": "Cheapest and greenest times to use electricity in Great Britain, and which tariff suits a home.", "repo": null, "install": ["https://renewably.uk/mcp?via=registry"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2277 ms · 10 tools · free to try: `list_tariffs` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.imiraoui/rentreboot", "name": "RentReboot Apartment Search", "kind": "mcp", "official": null, "desc": "NYC rent data and guides; OAuth tools for apartment alerts, saved searches and lottery status.", "repo": "https://github.com/imiraoui/rentreboot-mcp", "install": ["https://rentreboot.com/api/mcp"], "stars": 0, "pushed": "2026-10-27T21:38:44Z", "license": "MIT", "plat": "nyc rent data", "live": "Live · 2892 ms · 13 tools (checked 2026-11-13)"}, {"id": "mcp:org.sciencelive4all/replication-radar", "name": "Replication Radar", "kind": "mcp", "official": null, "desc": "Turn the OpenAIRE Graph into a ranked replication queue with a Science Live verification overlay.", "repo": "https://github.com/ScienceLiveHub/replication-radar", "install": ["pypi:replication-radar"], "stars": 0, "pushed": "2026-10-25T21:05:23Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:co.civai.nova/research-agent", "name": "Research Agent by Nova (CIVAI)", "kind": "mcp", "official": null, "desc": "I do everything related to research and reports", "repo": null, "install": ["https://nova.civai.co/mcp/agents/research-agent"], "stars": null, "pushed": null, "license": null, "plat": "nova (civai)", "live": "Live · 1918 ms · 4 tools · `search__search` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/research-chain", "name": "Research Chain", "kind": "mcp", "official": null, "desc": "One call, one paper: everything openly available around it — full text, license, datasets, code…", "repo": "https://github.com/pipeworx-io/mcp-research-chain", "install": ["npm:@pipeworx/mcp-research-chain", "https://gateway.pipeworx.io/research-chain/mcp"], "stars": 0, "pushed": "2026-11-09T14:37:27Z", "license": "MIT", "plat": "research chain", "live": "Not checked (runs locally)"}, {"id": "mcp:com.oliveturn/research-connect", "name": "Research Connect", "kind": "mcp", "official": null, "desc": "Legitimate full-text access to scholarly articles for your AI, by DOI, with provenance.", "repo": null, "install": ["https://research-connect.oliveturn.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.varvararatta/research_mcp", "name": "Research Mcp", "kind": "mcp", "official": null, "desc": "MCP server for Research", "repo": "https://github.com/varvararatta/botfactory-mcp", "install": ["https://research-mcp.mcpize.run/mcp"], "stars": 0, "pushed": "2026-07-27T16:15:17Z", "license": null, "plat": "", "live": "Down · ValueError: {'code': -32603, 'message': 'Internal error', 'data': 'failed to read from stdout: EOF'} (checked 2026-11-13)"}, {"id": "mcp:io.github.mikenguyen13/research-methods-mcp", "name": "Research Methods Library", "kind": "mcp", "official": null, "desc": "Research methods for AI assistants: study design guidance, R and Python code, and citations", "repo": "https://github.com/mikenguyen13/research-methods-mcp", "install": ["https://research-methods-mcp.vercel.app/mcp"], "stars": 0, "pushed": "2026-11-13T03:36:47Z", "license": "MIT", "plat": "", "live": "Live · 1520 ms · 6 tools · free to try: `list_sources` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pcp183/paper-lookup", "name": "Research Paper & DOI Lookup (Crossref)", "kind": "mcp", "official": null, "desc": "Verify a DOI or find papers via Crossref metadata. $0.005/call via x402.", "repo": "https://github.com/pcp183/paper-lookup", "install": ["https://paper-lookup-production-56b0.up.railway.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "crossref", "live": "Live · 1095 ms · 1 tools · free to try: `paper_lookup` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.kriton-dev/research-paper-search", "name": "Research Paper Search — OpenAlex Titles, DOIs & Citations", "kind": "mcp", "official": null, "desc": "Search OpenAlex for paper titles, DOIs, years, citation counts and open-access flags", "repo": null, "install": ["https://mcp.apify.com/?tools=hermeskd/research-paper-search"], "stars": null, "pushed": null, "license": null, "plat": "openalex", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:si.fourzerotwo/research", "name": "Research papers", "kind": "mcp", "official": null, "desc": "arXiv, PubMed, Crossref and OpenAlex scholarly metadata.", "repo": null, "install": ["https://fourzerotwo.si/mcp/v/research"], "stars": null, "pushed": null, "license": null, "plat": "arxiv, pubmed, crossref, openalex", "live": "Live · 3262 ms · 38 tools · `arxiv__search` asked for payment (checked 2026-11-13)"}, {"id": "mcp:io.github.brunopetrellinz-tech/research-papers-mcp", "name": "Research Papers MCP", "kind": "mcp", "official": null, "desc": "Research papers for AI agents: PubMed, arXiv, Crossref; citations, references, open access texts", "repo": null, "install": ["https://mcp.apify.com?tools=digital_influx/research-papers-mcp"], "stars": null, "pushed": null, "license": null, "plat": "pubmed, arxiv, crossref", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.Br0ski777/research-report", "name": "Research Report API", "kind": "mcp", "official": null, "desc": "Multi-source research report generator with web fetching. x402 micropayment.", "repo": "https://github.com/Br0ski777/research-report-x402", "install": ["https://research-report.api.klymax402.com/mcp"], "stars": 0, "pushed": "2026-09-02T21:19:02Z", "license": "MIT", "plat": "", "live": "Down · URLError: <urlopen error [SSL: TLSV1_ALERT_INTERNAL_ERROR] tlsv1 alert internal error (_ssl.c:1082)> (checked 2026-11-13)"}, {"id": "mcp:io.github.AxelVerneBooks/research-scope-mcp", "name": "Research Scope", "kind": "mcp", "official": null, "desc": "Plan research, score sources for freshness/COI, and enforce claim-level citations in reports.", "repo": "https://github.com/AxelVerneBooks/research-scope-mcp", "install": [], "stars": 0, "pushed": "2026-11-05T00:04:23Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.researchcal/researchcal", "name": "ResearchCal", "kind": "mcp", "official": null, "desc": "Research conference and call for papers deadlines by field, each linked to its official source.", "repo": null, "install": ["https://mcp.researchcal.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2036 ms · 4 tools · free to try: `list_upcoming_deadlines` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.cnucho/researchpilot", "name": "ResearchPilot", "kind": "mcp", "official": null, "desc": "Plan and verify evidence-aware research workflows with specialist execution receipts.", "repo": "https://github.com/cnucho/AcademicResearchCopilot", "install": ["https://researchpilot-academy-production.up.railway.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "research", "live": "Live · 1170 ms · 23 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/retractions", "name": "Retractions", "kind": "mcp", "official": null, "desc": "Retractions / research-integrity MCP.", "repo": "https://github.com/pipeworx-io/mcp-retractions", "install": ["npm:@pipeworx/mcp-retractions", "https://gateway.pipeworx.io/retractions/mcp"], "stars": 0, "pushed": "2026-11-09T14:37:36Z", "license": "MIT", "plat": "retractions", "live": "Not checked (runs locally)"}, {"id": "mcp:ai.reviewpaper/reviewpaper", "name": "reviewpaper.ai", "kind": "mcp", "official": null, "desc": "Review forms for 29 ML/NLP/CV venues, AI conference deadlines and ICLR acceptance odds.", "repo": null, "install": ["https://reviewpaper.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "arxiv", "live": "Live · 2199 ms · 7 tools · free to try: `get_llm_policy` answered without a key (checked 2026-11-13)"}, {"id": "mcp:ai.reviewpaper/reviewpaper-account", "name": "reviewpaper.ai (signed in)", "kind": "mcp", "official": null, "desc": "Simulated peer reviews of your own paper in a venue's form, with an inline review card in chat.", "repo": null, "install": ["https://reviewpaper.ai/mcp/account"], "stars": null, "pushed": null, "license": null, "plat": "arxiv", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:es.revisia/revisia", "name": "revisia", "kind": "mcp", "official": null, "desc": "Systematic reviews from chat: PRISMA 2020 diagrams, risk-of-bias figures, kappa and AI screening.", "repo": null, "install": ["https://revisia.es/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2248 ms · 26 tools · `revisia_help` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:com.rigorloop/research-bounties", "name": "RigorLoop Research Bounties", "kind": "mcp", "official": null, "desc": "Search and commission verified human research review through funded Research Bounties.", "repo": "https://github.com/brianross93/Bountyhunter", "install": ["https://rigorloop.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "research bounties", "live": "Down · HTTP 400 (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/rijksmuseum", "name": "Rijksmuseum", "kind": "mcp", "official": null, "desc": "Rijksmuseum — the Dutch national museum's collection, via its open Data Services API…", "repo": "https://github.com/pipeworx-io/mcp-rijksmuseum", "install": ["npm:@pipeworx/mcp-rijksmuseum", "https://gateway.pipeworx.io/rijksmuseum/mcp"], "stars": 0, "pushed": "2026-11-09T14:38:00Z", "license": "MIT", "plat": "rijksmuseum", "live": "Not checked (runs locally)"}, {"id": "mcp:ai.rivul/rivul", "name": "Rivul", "kind": "mcp", "official": null, "desc": "Search 300M+ scholarly paper records and read paper details. Free; OAuth sign-in.", "repo": null, "install": ["https://rivul.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:app.robohub/robohub", "name": "RoboHub Robot Catalog", "kind": "mcp", "official": null, "desc": "Vendor-neutral catalog of 300+ commercial robots: search, compare specs, request vendor intros.", "repo": null, "install": ["https://robohub.app/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1581 ms · 5 tools · free to try: `list_categories` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.roomexpert/hotels", "name": "RoomExpert", "kind": "mcp", "official": null, "desc": "Hotel verdicts on eight axes, with every quote cited to its outlet and url.", "repo": null, "install": ["https://mcp.roomexpert.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3080 ms · 5 tools · free to try: `get_evidence` answered without a key (checked 2026-11-13)"}, {"id": "mcp:de.morgenhimmel/mcp", "name": "Rosis Morgenhimmel — Tageshoroskop und Himmelskalender", "kind": "mcp", "official": null, "desc": "Daily horoscopes (de/en/es, 7 days ahead), moon phases, Panchang, solar terms, Maya calendar.", "repo": null, "install": ["https://morgenhimmel.de/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2740 ms · 8 tools · free to try: `get_maya_day` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.books-service/ru-books", "name": "RU Books MCP", "kind": "mcp", "official": null, "desc": "MCP-сервер для поиска русскоязычных книг, получения карточек и кандидатов для рекомендаций.", "repo": null, "install": ["https://knigochit.ru/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1564 ms · 8 tools (checked 2026-11-13)"}, {"id": "mcp:com.runoscript/runoscript", "name": "Runoscript — Elder Futhark runes", "kind": "mcp", "official": null, "desc": "Elder Futhark rune meanings, scholarly articles & book reviews, plus the runescript builder.", "repo": null, "install": ["https://runoscript.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2318 ms · 3 tools · free to try: `about_builder` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.ryecentral/consensus", "name": "RyeCentral Consensus", "kind": "mcp", "official": null, "desc": "Rye whiskey consensus scores compiled from published reviews, with confidence bands and citations.", "repo": "https://github.com/RyeCentral/ryecentral-consensus-mcp", "install": ["https://ryecentral-wtb.silent-sky-6573.workers.dev/wtb/mcp"], "stars": 0, "pushed": "2026-10-25T23:12:20Z", "license": "NOASSERTION", "plat": "", "live": "Live · 1288 ms · 2 tools · `get_rye_consensus` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.shuji-bonji/s1000d-brex-mcp", "name": "S1000D BREX (S1000D Stack)", "kind": "mcp", "official": null, "desc": "Read S1000D BREX business rules and check data modules against them, layer by layer.", "repo": "https://github.com/shuji-bonji/s1000d-brex-mcp", "install": ["npm:@shuji-bonji/s1000d-brex-mcp"], "stars": 0, "pushed": "2026-11-06T08:42:05Z", "license": "MIT", "plat": "s1000d", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.shuji-bonji/s1000d-reader-mcp", "name": "S1000D Reader (S1000D Stack)", "kind": "mcp", "official": null, "desc": "Read S1000D data and publication modules as structure, with applicability and verification status.", "repo": "https://github.com/shuji-bonji/s1000d-reader-mcp", "install": ["npm:@shuji-bonji/s1000d-reader-mcp"], "stars": 0, "pushed": "2026-11-06T08:01:11Z", "license": "MIT", "plat": "s1000d", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.shuji-bonji/s1000d-verify-mcp", "name": "S1000D Verify (S1000D Stack)", "kind": "mcp", "official": null, "desc": "Validate S1000D data modules: XSD, BREX chain and reference resolution as one verification status.", "repo": "https://github.com/shuji-bonji/s1000d-verify-mcp", "install": ["npm:@shuji-bonji/s1000d-verify-mcp"], "stars": 0, "pushed": "2026-11-06T07:59:28Z", "license": "MIT", "plat": "s1000d", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.shuji-bonji/s1000d-writer-mcp", "name": "S1000D Writer (S1000D Stack)", "kind": "mcp", "official": null, "desc": "Builds S1000D data modules from structured drafts, verifies them, applies only unambiguous fixes.", "repo": "https://github.com/shuji-bonji/s1000d-writer-mcp", "install": ["npm:@shuji-bonji/s1000d-writer-mcp"], "stars": 0, "pushed": "2026-11-06T08:02:28Z", "license": "MIT", "plat": "s1000d", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Kingtriton92/sagechimp", "name": "SageChimp book verdicts", "kind": "mcp", "official": null, "desc": "Unpaid-vs-ARC book verdicts, catalog facts, series order, and sample reviews.", "repo": "https://github.com/Kingtriton92/sagechimp", "install": ["https://sagechimp.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 307 (checked 2026-11-13)"}, {"id": "mcp:uk.sadiqoon/sakh", "name": "SAKH — Ayatollah Khamenei Research Corpus", "kind": "mcp", "official": null, "desc": "Ayatollah Khamenei corpus: fatwas, lectures, knowledge graph. Arabic/Persian. Research access.", "repo": "https://github.com/SADIQOON-LTD/sakh-mcp", "install": ["https://mcp.khamenei-online.org/mcp/sakh"], "stars": 0, "pushed": "2026-07-20T18:42:47Z", "license": "MIT", "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.TopLocalAI/scholarmuse", "name": "ScholarMuse", "kind": "mcp", "official": null, "desc": "Academic papers, reference verification and research data for AI agents.", "repo": "https://github.com/TopLocalAI/scholarmuse-mcp", "install": ["https://scholarmuse.ai/mcp"], "stars": 0, "pushed": "2026-10-21T11:15:53Z", "license": "NOASSERTION", "plat": "academic papers", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:co.schoolscope/mcp", "name": "SchoolScope", "kind": "mcp", "official": null, "desc": "California school data for AI agents — scores, comparisons, feeder paths, TK ages, applications.", "repo": null, "install": ["https://mcp.schoolscope.co/mcp"], "stars": null, "pushed": null, "license": null, "plat": "california school data", "live": "Live · 2531 ms · 10 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.SelfPy/science-ai-mcp-server", "name": "Science AI Journal MCP Server", "kind": "mcp", "official": null, "desc": "Academic peer-review, research-gap finding, journal recommender, and article writer tools.", "repo": null, "install": ["npm:science-ai-mcp-server"], "stars": null, "pushed": null, "license": null, "plat": "science ai journal", "live": "Not checked (runs locally)"}, {"id": "mcp:com.a2awire/data-latest-science-news-research-discovery", "name": "Science News Tracker — latest research & discovery headlines (scinews)", "kind": "mcp", "official": null, "desc": "Latest science news: research & discoveries. $0.01/query. Be born in one call — free testnet funds.", "repo": "https://github.com/ee324/a2awire", "install": ["https://a2awire.com/mcp/data/scinews-latest-science-news-breakthrough-headlines-45fb62/http"], "stars": null, "pushed": null, "license": null, "plat": "science news", "live": "Live · 1647 ms · 21 tools · `check_earnings` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:science.executable/executable-science", "name": "science.executable/executable-science", "kind": "mcp", "official": null, "desc": "Read-only research pilot catalogue: task templates, resources, starter studies, capability status.", "repo": null, "install": ["https://executable.science/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "science.executable", "live": "Live · 3035 ms · 15 tools · free to try: `list_task_templates` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.a2awire/data-science-magazine-science-journalism-articles", "name": "ScienceNews Magazine Articles — buy per-query in-session (scinewsmag)", "kind": "mcp", "official": null, "desc": "Science News magazine journalism feed. $0.01/query. Be born in one call — free testnet funds.", "repo": "https://github.com/ee324/a2awire", "install": ["https://a2awire.com/mcp/data/scinewsmag-science-news-magazine-articles-98ed16/http"], "stars": null, "pushed": null, "license": null, "plat": "sciencenews", "live": "Live · 1835 ms · 21 tools · `check_earnings` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.Evozim/science-oracle", "name": "Scientific-Research-Oracle", "kind": "mcp", "official": null, "desc": "Scientific literature analyzer and clinical search aggregator.", "repo": null, "install": ["https://science-oracle-mcp.vercel.app/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "scientific literature", "live": "Live · 654 ms · 1 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.desci-labs/sciweave-mcp", "name": "SciWeave", "kind": "mcp", "official": null, "desc": "AI research grounded in 300M scientific works — every citation a verifiable DOI.", "repo": "https://github.com/desci-labs/sciweave-mcp", "install": ["https://mcp.sciweave.com/mcp"], "stars": 0, "pushed": "2026-08-02T13:44:33Z", "license": null, "plat": "scientific works", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:si.scriptura/scriptura", "name": "Scriptura", "kind": "mcp", "official": null, "desc": "1,004 great works of every tradition, original beside translation: scripture, philosophy, literature", "repo": null, "install": ["https://scriptura.si/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 797 ms · 6 tools · free to try: `list_editions` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.GoodTurnStudio/gurbani", "name": "Scroll the Gurbani", "kind": "mcp", "official": null, "desc": "Gurbani a few lines a day in Gurmukhi with English, any Ang or shabad, and whole banis.", "repo": "https://github.com/GoodTurnStudio/goodturn-mcp", "install": ["https://goodturn-mcp.pages.dev/gurbani/mcp"], "stars": 0, "pushed": "2026-10-04T00:31:38Z", "license": "MIT", "plat": "gurbani", "live": "Live · 1960 ms · 9 tools · free to try: `get_today` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.GoodTurnStudio/lore", "name": "Scroll the Lore", "kind": "mcp", "official": null, "desc": "A Greek or Norse myth a day, explained, and Homer, Hesiod and the Poetic Edda to read.", "repo": "https://github.com/GoodTurnStudio/goodturn-mcp", "install": ["https://goodturn-mcp.pages.dev/lore/mcp"], "stars": 0, "pushed": "2026-10-04T00:31:38Z", "license": "MIT", "plat": "myths", "live": "Live · 1254 ms · 7 tools · free to try: `list_readings` answered without a key (checked 2026-11-13)"}, {"id": "mcp:se.aapl/nyheter", "name": "se.aapl/nyheter", "kind": "mcp", "official": null, "desc": "Svenska Apple-nyheter sedan 2008 — AI-sammanfattningar, sökning, story-bevakningar och Aapl Pod.", "repo": "https://github.com/mh77/aaplse_vibe", "install": ["https://aapl.se/mcp"], "stars": null, "pushed": null, "license": null, "plat": "apple", "live": "Live · 3863 ms · 12 tools · free to try: `latest_news` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.Taru0208/sec-edgar-mcp-server", "name": "SEC EDGAR Financial Data", "kind": "mcp", "official": null, "desc": "Search SEC EDGAR filings, financial statements, and company data.", "repo": "https://github.com/Taru0208/sec-edgar-mcp-server", "install": ["https://aligned-kettledrum--sec-edgar-mcp-server.apify.actor/mcp"], "stars": null, "pushed": null, "license": null, "plat": "sec edgar", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:app.semantichub/semantichub", "name": "SemanticHub", "kind": "mcp", "official": null, "desc": "Monitor news sources, read clustered articles and generated texts, manage goals and workflows.", "repo": null, "install": ["https://mcp.semantichub.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "semantichub", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/semanticscholar", "name": "Semanticscholar", "kind": "mcp", "official": null, "desc": "Semantic Scholar Academic Graph MCP.", "repo": "https://github.com/pipeworx-io/mcp-semanticscholar", "install": ["npm:@pipeworx/mcp-semanticscholar", "https://gateway.pipeworx.io/semanticscholar/mcp"], "stars": 0, "pushed": "2026-11-09T14:40:32Z", "license": "MIT", "plat": "semantic scholar", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.ashfordeOU/setuhq", "name": "SetuHQ transit search", "kind": "mcp", "official": null, "desc": "Search, vet and explain TESS transit candidates with provenance. Candidates, never confirmations.", "repo": "https://github.com/ashfordeOU/SetuHQ", "install": ["pypi:setuhq"], "stars": 0, "pushed": "2026-11-13T01:45:16Z", "license": "AGPL-3.0", "plat": "tess transit", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.ETSquareAI/sev", "name": "SEV — Company Discovery from SEC Filings", "kind": "mcp", "official": null, "desc": "Ask a research question; in seconds get ranked companies, vetted 10-K/10-Q passages and financials.", "repo": "https://github.com/ETSquareAI/sev-mcp", "install": ["npm:@etsquare/sev-mcp"], "stars": 0, "pushed": "2026-11-13T20:30:17Z", "license": "MIT", "plat": "sec filings", "live": "Not checked (runs locally)"}, {"id": "mcp:app.shelfclub/books", "name": "Shelfclub", "kind": "mcp", "official": null, "desc": "Search a catalog of 1.7 million books and find books by mood, vibe, pace or genre. Read-only.", "repo": null, "install": ["https://mcp.shelfclub.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "shelfclub", "live": "Live · 1263 ms · 6 tools (checked 2026-11-13)"}, {"id": "mcp:com.shrutikaushik/research", "name": "Shruti Kaushik: Founder GTM Research", "kind": "mcp", "official": null, "desc": "Founder go-to-market guides, direct answers and sourced LinkedIn, Reddit and AI search statistics.", "repo": null, "install": ["https://shrutikaushik.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "linkedin", "live": "Live · 2149 ms · 8 tools · free to try: `search_guides` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.SiliconAnalysts/silicon-analysts", "name": "Silicon Analysts", "kind": "mcp", "official": null, "desc": "Dated, sourced semiconductor data: chip costs, HBM/wafer pricing, fab capacity, policy, forecasts.", "repo": null, "install": ["https://siliconanalysts.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "semiconductor data", "live": "Live · 2485 ms · 23 tools · free to try: `get_fab_events` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/simbad", "name": "Simbad", "kind": "mcp", "official": null, "desc": "SIMBAD MCP — CDS astronomical object database.", "repo": "https://github.com/pipeworx-io/mcp-simbad", "install": ["npm:@pipeworx/mcp-simbad", "https://gateway.pipeworx.io/simbad/mcp"], "stars": 0, "pushed": "2026-11-09T14:42:08Z", "license": "MIT", "plat": "simbad", "live": "Not checked (runs locally)"}, {"id": "mcp:com.slashyear/mcp", "name": "slashyear - sourced history", "kind": "mcp", "official": null, "desc": "Sourced history by year: events, world leaders, prices and No. 1 songs, each with its source.", "repo": null, "install": ["https://slashyear.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1440 ms · 16 tools · free to try: `check_claim` answered without a key (checked 2026-11-13)"}, {"id": "mcp:so.falcon/frontier-reference", "name": "so.falcon/frontier-reference", "kind": "mcp", "official": null, "desc": "Frontier-design reference: file formats, converters, definitions, sensors, companies, design jobs.", "repo": null, "install": ["https://falcon.so/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "frontier-reference", "live": "Live · 1604 ms · 7 tools · free to try: `get_definition` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.hoodsy/solar-data-mcp", "name": "Solar Data", "kind": "mcp", "official": null, "desc": "US open solar data for agents: PVWatts production, tariffs & ROI, market data, forecasts. 18 tools.", "repo": "https://github.com/hoodsy/solar-data-mcp", "install": ["pypi:solar-data-mcp"], "stars": 0, "pushed": "2026-09-06T19:24:44Z", "license": "MIT", "plat": "solar data", "live": "Not checked (runs locally)"}, {"id": "mcp:ai.trovefield/solved", "name": "SOLVED — buy work already done", "kind": "mcp", "official": null, "desc": "Search and buy verified solved artifacts instead of recomputing them.", "repo": null, "install": ["https://api.trovefield.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · TimeoutError: The read operation timed out (checked 2026-11-13)"}, {"id": "mcp:dk.sortition/sortition-knowledge", "name": "Sortition Knowledge", "kind": "mcp", "official": null, "desc": "Research and sources on sortition, citizens' assemblies and democratic reform.", "repo": null, "install": ["https://mcp.sortition.dk"], "stars": null, "pushed": null, "license": null, "plat": "sortition", "live": "Live · 5331 ms · 4 tools · free to try: `get_document_page` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.kylelloyd63-star/sourcetome", "name": "SourceToMe", "kind": "mcp", "official": null, "desc": "Search and cite passages from a vetted, rights-cleared reference library.", "repo": null, "install": ["https://sourcetome-public.onrender.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 793 ms · 5 tools · free to try: `find_evidence_gaps` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.sovereignlogos/scripture", "name": "Sovereign Logos Scripture", "kind": "mcp", "official": null, "desc": "Verbatim scripture for AI (Septuagint, KJV, Geneva, WEB, 1 Enoch) plus branded verse images.", "repo": null, "install": ["https://sovereignlogos.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2054 ms · 9 tools · free to try: `search_scripture` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.Influship/sponsorbook-mcp", "name": "Sponsorbook", "kind": "mcp", "official": null, "desc": "Research YouTube sponsors, inspect sponsorship evidence, and manage brand lists with Sponsorbook.", "repo": "https://github.com/Influship/sponsorbook-mcp", "install": ["npm:@sponsorbook/mcp", "https://app.sponsorbook.io/mcp"], "stars": 0, "pushed": "2026-11-10T23:54:37Z", "license": "MIT", "plat": "youtube", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.sepehr071/amar-mcp", "name": "Statistical Centre of Iran", "kind": "mcp", "official": null, "desc": "Read-only Statistical Centre of Iran (amar.org.ir): CPI inflation, unemployment, census, any table.", "repo": "https://github.com/sepehr071/amar-mcp", "install": ["pypi:amar-mcp"], "stars": 0, "pushed": "2026-11-11T20:10:19Z", "license": "MIT", "plat": "statistical centre of iran", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.khalid-tounoussi-1/stil-ets-mcp", "name": "STIL Lab Assistant", "kind": "mcp", "official": null, "desc": "STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semantic Scholar.", "repo": null, "install": ["oci:ghcr.io/khalid-tounoussi-1/stil-ets-mcp:1.0.0", "https://web-production-4729.up.railway.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "arxiv", "live": "Not checked (runs locally)"}, {"id": "mcp:ai.stoicsage/stoic-sage", "name": "Stoic Sage", "kind": "mcp", "official": null, "desc": "Semantic search and citation of Stoic texts: Marcus Aurelius, Seneca and Epictetus.", "repo": null, "install": ["https://stoicsage.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "stoic texts", "live": "Live · 2049 ms · 3 tools · free to try: `search_texts` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.GoodTurnStudio/stoics", "name": "Stoic Scroller", "kind": "mcp", "official": null, "desc": "Marcus Aurelius, Epictetus and Seneca a few lines a day, and their whole books to read.", "repo": "https://github.com/GoodTurnStudio/goodturn-mcp", "install": ["https://goodturn-mcp.pages.dev/stoics/mcp"], "stars": 0, "pushed": "2026-10-04T00:31:38Z", "license": "MIT", "plat": "philosophy", "live": "Live · 1642 ms · 7 tools · free to try: `list_readings` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.ThatDudeFreak/stymie-golf", "name": "Stymie Golf", "kind": "mcp", "official": null, "desc": "Read-only US golf course, scorecard, equipment, deal, and golf-trip data for AI agents.", "repo": "https://github.com/ThatDudeFreak/stymie", "install": ["https://mcp-production-680d.up.railway.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "golf course data", "live": "Live · 1012 ms · 12 tools · free to try: `get_architect` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.subhadipmitra/site", "name": "Subhadip Mitra: essays, research and projects", "kind": "mcp", "official": null, "desc": "Read-only search and full text of Subhadip Mitra's essays, papers, projects and measured results.", "repo": null, "install": ["https://subhadipmitra.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "subhadip mitra", "live": "Live · 3169 ms · 7 tools · free to try: `list_projects` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.superpandit/kundli", "name": "SuperPandit Kundli", "kind": "mcp", "official": null, "desc": "Vedic astrology from a real ephemeris: birth chart, life-event timing and Kundli matching.", "repo": null, "install": ["https://superpandit.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "superpandit kundli", "live": "Live · 1928 ms · 3 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.JusticeUA/switzerland-company-check", "name": "Switzerland Company Check", "kind": "mcp", "official": null, "desc": "Switzerland company checks by UID: status, liquidation, legal form, LEI and sanctions.", "repo": null, "install": ["https://kyb-data--switzerland-company-check.apify.actor/mcp"], "stars": null, "pushed": null, "license": null, "plat": "switzerland company registers", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.symbaiex.www/evidence", "name": "SYMBaiEX Evidence MCP", "kind": "mcp", "official": null, "desc": "Authenticated public evidence search, verification, research jobs, exports, and webhooks.", "repo": null, "install": ["https://www.symbaiex.com/api/agent/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1544 ms · 34 tools · `evidence_search` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:ai.syntology/graph", "name": "Syntology", "kind": "mcp", "official": null, "desc": "Provenance-tagged knowledge graph of AI/ML research: papers, citations, methods, code.", "repo": null, "install": ["https://syntology.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.1145-am/syracuse-mcp-server", "name": "Syracuse Company News", "kind": "mcp", "official": null, "desc": "Structured company & industry news for AI agents: typed, dated, source-linked events.", "repo": "https://github.com/1145-am/syracuse-mcp-server", "install": ["https://syracuse.1145.am/mcp/"], "stars": 0, "pushed": "2026-07-02T22:00:23Z", "license": "MIT", "plat": "", "live": "Live · 1902 ms · 4 tools · `location_groups_list` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.JusticeUA/taiwan-company-check", "name": "Taiwan Company Check", "kind": "mcp", "official": null, "desc": "Taiwan company checks by Unified Business Number: tax-registration status, LEI and sanctions.", "repo": null, "install": ["https://kyb-data--taiwan-company-check.apify.actor/mcp"], "stars": null, "pushed": null, "license": null, "plat": "taiwan company registers", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.GoodTurnStudio/talmud", "name": "Talmud Scroller", "kind": "mcp", "official": null, "desc": "Talmud a few lines a day, explained, with today's Daf Yomi, search and tractates in English.", "repo": "https://github.com/GoodTurnStudio/goodturn-mcp", "install": ["https://goodturn-mcp.pages.dev/talmud/mcp"], "stars": 0, "pushed": "2026-10-04T00:31:38Z", "license": "MIT", "plat": "talmud", "live": "Live · 1471 ms · 8 tools · free to try: `list_readings` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.talval/research", "name": "Talval", "kind": "mcp", "official": null, "desc": "Value-investing research: fair values, valuation verdicts, quality scores and 13F portfolios", "repo": null, "install": ["https://talval.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2798 ms · 7 tools · free to try: `get_stock_research` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.roxyapi/tarot", "name": "Tarot MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "Tarot card meanings, spreads and seeded reproducible readings for AI agents, one API key.", "repo": null, "install": ["https://roxyapi.com/mcp/tarot"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1393 ms · 10 tools (checked 2026-11-13)"}, {"id": "mcp:com.tathaastuapi/mcp", "name": "TathaAstu Panchang", "kind": "mcp", "official": null, "desc": "Hindu calendar: panchang, festival dates with the rule behind them, and muhurat for any place.", "repo": null, "install": ["npm:@tathaastu/mcp"], "stars": null, "pushed": null, "license": null, "plat": "hindu calendar", "live": "Not checked (runs locally)"}, {"id": "mcp:com.tearoffdata/tearoff", "name": "Tearoff", "kind": "mcp", "official": null, "desc": "A subscriber's read-only view of hail, open roofs, and who is pulling re-roof permits.", "repo": null, "install": ["https://tearoffdata.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.techsnif/mcp", "name": "TechSnif", "kind": "mcp", "official": null, "desc": "Agent-first tech news: ranked story clusters, coverage and discussion links, trends, and events.", "repo": "https://github.com/coffeefuelbump/techsnif.com", "install": ["npm:@techsnif/mcp-server", "https://mcp.techsnif.com"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.tectova/runway-records", "name": "Tectova Runway Records", "kind": "mcp", "official": null, "desc": "Runway careers, show casts, fashion-house histories and models by country from Tectova.", "repo": "https://github.com/tectova/tectova-mcp", "install": ["https://tectova.com/mcp"], "stars": 0, "pushed": "2026-11-06T06:01:57Z", "license": "CC-BY-4.0", "plat": "", "live": "Live · 2311 ms · 5 tools · free to try: `search_fashion_records` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.bigballi/tessera", "name": "Tessera Human Design", "kind": "mcp", "official": null, "desc": "Human Design charts, transits and connections from birth data, explained in EN, NL and DE.", "repo": "https://github.com/BigBalli/tessera-mcp", "install": ["https://bigballi.com/Tessera/mcp"], "stars": 0, "pushed": "2026-11-02T18:48:48Z", "license": "MIT", "plat": "tessera human design", "live": "Live · 1380 ms · 4 tools · free to try: `get_transits` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.theartillerist/artist-intelligence", "name": "The Artillerist Intelligence", "kind": "mcp", "official": null, "desc": "Search art research, estimate commissions, and prepare company intelligence purchases via x402.", "repo": null, "install": ["https://theartillerist.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3174 ms · 7 tools · free to try: `search_articles` answered without a key (checked 2026-11-13)"}, {"id": "mcp:app.catalantable/recipes", "name": "The Catalan Table — Recipes", "kind": "mcp", "official": null, "desc": "470+ tested traditional Catalan & Spanish recipes: ingredients, steps, nutrition. EN/ES/CA.", "repo": null, "install": ["https://catalantable.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3943 ms · 4 tools · free to try: `list_categories` answered without a key (checked 2026-11-13)"}, {"id": "mcp:org.living-bread.mcp/living-bread", "name": "The Living Bread", "kind": "mcp", "official": null, "desc": "Scripture with evidence labels, churches and prayer near you, crisis lines first. Jesus is Lord.", "repo": "https://github.com/thegoodfruit/living-bread-mcp", "install": ["https://mcp.living-bread.org/mcp", "https://mcp.living-bread.org/sse"], "stars": 0, "pushed": "2026-10-15T22:03:53Z", "license": "MIT", "plat": "", "live": "Live · 3927 ms · 14 tools · free to try: `read_scripture` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.dburks-svg/poliety", "name": "The Poliety", "kind": "mcp", "official": null, "desc": "AI news for agents: editions, change feeds, integrity proofs, and governed events with evidence.", "repo": "https://github.com/dburks-svg/poliety", "install": ["npm:poliety-mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:space.thequant/research-corpus", "name": "The Quant Space Research Corpus", "kind": "mcp", "official": null, "desc": "Scored quant-finance paper corpus. Free search tools plus x402 pay-per-call premium tools.", "repo": null, "install": ["https://thequant.space/mcp"], "stars": null, "pushed": null, "license": null, "plat": "quant-finance", "live": "Live · 2189 ms · 12 tools · free to try: `list_topics` answered without a key (checked 2026-11-13)"}, {"id": "mcp:uk.co.therightaccountant/accountancy-research", "name": "The Right Accountant Research Data", "kind": "mcp", "official": null, "desc": "Research on UK accountancy companies from Companies House data: ownership, size, age, filings.", "repo": null, "install": ["https://therightaccountant.co.uk/mcp"], "stars": null, "pushed": null, "license": null, "plat": "companies house", "live": "Live · 1323 ms · 1 tools · free to try: `get_accountancy_research` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.technooptimist/tracker", "name": "The Techno Optimist", "kind": "mcp", "official": null, "desc": "Where frontier tech programs stand: stage, milestones and slips, obstacles, specs and sourced news.", "repo": null, "install": ["https://api.technooptimist.io/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 404 (checked 2026-11-13)"}, {"id": "mcp:com.thewheelatlas/wheel-atlas", "name": "The Wheel Atlas", "kind": "mcp", "official": null, "desc": "Open bicycle wheelset database: specs, weights, rim depths, UCI approval, prices in USD/EUR/GBP/AUD.", "repo": null, "install": ["https://thewheelatlas.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 963 ms · 4 tools (checked 2026-11-13)"}, {"id": "mcp:com.thefaceanalysis/face-analysis", "name": "TheFaceAnalysis", "kind": "mcp", "official": null, "desc": "Face shape rules and a 102-face open measurement dataset. Read-only, no photos.", "repo": "https://github.com/The-Face-Analysis/thefaceanalysis-mcp", "install": ["https://mcp.thefaceanalysis.com/mcp"], "stars": 0, "pushed": "2026-11-08T13:48:21Z", "license": "MIT", "plat": "", "live": "Live · 1895 ms · 7 tools · free to try: `get_methodology` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.janishiestand/thesischeck", "name": "ThesisCheck", "kind": "mcp", "official": null, "desc": "Verify stock theses against public filings with a source-backed evidence ledger.", "repo": "https://github.com/janishiestand/thesischeck", "install": ["https://thesischeck.io/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:ai.thesisloop/thesis-loop", "name": "ThesisLoop", "kind": "mcp", "official": null, "desc": "Research layer for AI agents: stock theses, filing Q&A with page cites, monitoring. Research-only.", "repo": null, "install": ["https://thesisloop.ai/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:ai.thewholetorah/thewholetorah", "name": "TheWholeTorah", "kind": "mcp", "official": null, "desc": "Torah lessons in six languages: grounded search, cited lessons, sources, honest ask.", "repo": null, "install": ["https://www.thewholetorah.ai/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2242 ms · 12 tools · free to try: `get_topic` answered without a key (checked 2026-11-13)"}, {"id": "mcp:dev.thirdwatch.mcp/research", "name": "Thirdwatch", "kind": "mcp", "official": null, "desc": "Structured job, company and market research with source links through a Thirdwatch account.", "repo": null, "install": ["https://mcp.thirdwatch.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:org.totto/knowledge", "name": "Thor Henning Hetland — signed knowledge web", "kind": "mcp", "official": null, "desc": "Thor Henning Hetland's signed knowledge web: plan, load and verify ed25519-signed KCP units.", "repo": null, "install": ["https://mcp.totto.org/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 4167 ms · 5 tools (checked 2026-11-13)"}, {"id": "mcp:com.tilwhen/tilwhen", "name": "tilwhen date engine", "kind": "mcp", "official": null, "desc": "Deterministic date arithmetic with auditable receipts: business days, due dates, holidays.", "repo": null, "install": ["https://mcp.tilwhen.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "tilwhen date engine", "live": "Live · 1344 ms · 9 tools · free to try: `parse_date_query` answered without a key (checked 2026-11-13)"}, {"id": "mcp:net.tipmaster/consensus", "name": "TipMaster Expert Soccer Predictions", "kind": "mcp", "official": null, "desc": "Expert soccer predictions from TipMaster, since 1997: crowd groups, accuracy and model benchmark.", "repo": "https://github.com/We-The-Flywheel/tipmaster-mcp", "install": ["https://tipmaster.net/api/agent/mcp"], "stars": 0, "pushed": "2026-10-29T05:55:01Z", "license": "MIT", "plat": "soccer predictions", "live": "Live · 9164 ms · 7 tools · free to try: `list_matches` answered without a key (checked 2026-11-13)"}, {"id": "mcp:xyz.kolsgo.torah/torah-library", "name": "Torah Library", "kind": "mcp", "official": null, "desc": "Jewish calendar, zmanim, Shabbat times, parsha, Daf Yomi, and Torah texts with commentaries.", "repo": null, "install": ["https://torah.kolsgo.xyz/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3173 ms · 49 tools · free to try: `get_topic` answered without a key (checked 2026-11-13)"}, {"id": "mcp:net.totallytarot/calculators", "name": "Totally Tarot Calculators", "kind": "mcp", "official": null, "desc": "Astrology, Vedic, Chinese and Maya calendar maths on real engines, cited in every answer.", "repo": null, "install": ["https://totallytarot.net/mcp"], "stars": null, "pushed": null, "license": null, "plat": "calendar maths", "live": "Live · 2581 ms · 18 tools · free to try: `check_retrogrades` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.snenenenenenene/transita-mcp-server", "name": "Transita", "kind": "mcp", "official": null, "desc": "Find the visa routes you qualify for in 16 countries, then track one on transita.app.", "repo": "https://github.com/snenenenenenene/transita-mcp-server", "install": ["npm:@transita/mcp-server", "https://transita.app/api/mcp"], "stars": 0, "pushed": "2026-10-24T13:39:08Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.a2awire/data-ai-paper-daily-paper-trending-research", "name": "Trending AI Papers — buy per-query in-session (hfpaperwatch)", "kind": "mcp", "official": null, "desc": "Trending AI papers daily: ranks, summaries, repos. Be born in one call — free testnet funds.", "repo": "https://github.com/ee324/a2awire", "install": ["https://a2awire.com/mcp/data/hfpaperwatch-trending-ai-research-papers-huggingface-daily-papers-62876a/http"], "stars": null, "pushed": null, "license": null, "plat": "hugging face", "live": "Live · 2160 ms · 21 tools · `check_earnings` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:com.trikalvaani/jyotish", "name": "Trikaal Vaani Jyotish", "kind": "mcp", "official": null, "desc": "Vedic astrology (Jyotish): kundali, dasha, yog, dosha, muhurat, milan — Swiss Ephemeris + BPHS", "repo": null, "install": ["https://mcp.trikalvaani.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "trikaal vaani jyotish", "live": "Live · 8961 ms · 25 tools · free to try: `dosha_check` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.LalwaniPalash/trove-mcp", "name": "Trove", "kind": "mcp", "official": null, "desc": "Fail-closed academic research server: search, full text, citations across open scholarly APIs.", "repo": "https://github.com/LalwaniPalash/trove-mcp", "install": ["npm:trove-mcp"], "stars": 0, "pushed": "2026-10-14T15:22:32Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/trove", "name": "Trove", "kind": "mcp", "official": null, "desc": "Trove MCP.", "repo": "https://github.com/pipeworx-io/mcp-trove", "install": ["npm:@pipeworx/mcp-trove", "https://gateway.pipeworx.io/trove/mcp"], "stars": 0, "pushed": "2026-11-09T14:48:53Z", "license": "MIT", "plat": "trove", "live": "Not checked (runs locally)"}, {"id": "mcp:com.trulyrandomverse/bible-study", "name": "TrulyRandomVerse", "kind": "mcp", "official": null, "desc": "Bible study: many editions, Strong's Hebrew and Greek, cross-references, Matthew Henry, the Fathers", "repo": null, "install": ["https://mcp.trulyrandomverse.com"], "stars": null, "pushed": null, "license": null, "plat": "bible", "live": "Live · 1674 ms · 16 tools · free to try: `keyword_search` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.corslet1/truthpal", "name": "TruthPal", "kind": "mcp", "official": null, "desc": "Verify claims against sources: source verification, citation checking; $0.02 USDC on Base.", "repo": "https://github.com/corslet1/truth-api", "install": ["npm:truthpal-mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.0xDanielLopez/tweetfeed", "name": "TweetFeed", "kind": "mcp", "official": null, "desc": "IOCs (URLs, domains, IPs, hashes) shared by the infosec community on X/Twitter. No auth, CC0.", "repo": "https://github.com/0xDanielLopez/tweetfeed-mcp", "install": ["https://mcp.tweetfeed.live/"], "stars": 0, "pushed": "2026-11-12T19:33:46Z", "license": "MIT", "plat": "", "live": "Live · 2884 ms · 14 tools · free to try: `check_url` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.JusticeUA/united-states-public-company-check", "name": "U.S. Public Company Check", "kind": "mcp", "official": null, "desc": "U.S. public company checks by SEC CIK: filing status, bankruptcy 8-K flag, LEI and sanctions.", "repo": null, "install": ["https://kyb-data--united-states-public-company-check.apify.actor/mcp"], "stars": null, "pushed": null, "license": null, "plat": "u.s. sec", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.uapdrop/research-archive", "name": "UAPDrop Research Archive", "kind": "mcp", "official": null, "desc": "Search declassified UAP/UFO government archives, geocoded sightings and cited entity profiles.", "repo": "https://github.com/spedmo/uapdrop-mcp", "install": ["https://mcp.uapdrop.com/the-truth-is-in-here"], "stars": 0, "pushed": "2026-08-10T19:19:34Z", "license": "MIT", "plat": "uap/ufo government archives", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:uk.co.reliness/countries-words", "name": "UK Data: Country facts and words", "kind": "mcp", "official": null, "desc": "Country capitals, currencies, calling codes and population, plus synonyms, rhymes and definitions", "repo": null, "install": ["https://ukdata.reliness.co.uk/mcp/countries-words"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1710 ms · 6 tools (checked 2026-11-13)"}, {"id": "mcp:uk.co.reliness/reference", "name": "UK Data: Reference", "kind": "mcp", "official": null, "desc": "Wikipedia summaries, books by ISBN, products by barcode, IP ownership, unit conversion", "repo": null, "install": ["https://ukdata.reliness.co.uk/mcp/reference"], "stars": null, "pushed": null, "license": null, "plat": "wikipedia", "live": "Live · 824 ms · 6 tools (checked 2026-11-13)"}, {"id": "mcp:uk.co.reliness/research-papers", "name": "UK Data: Research papers", "kind": "mcp", "official": null, "desc": "Search 250M scholarly works (OpenAlex, Crossref, arXiv, PubMed) and resolve any DOI", "repo": null, "install": ["https://ukdata.reliness.co.uk/mcp/research-papers"], "stars": null, "pushed": null, "license": null, "plat": "openalex, crossref, arxiv, pubmed", "live": "Down · HTTP 429 (checked 2026-11-13)"}, {"id": "mcp:uk.co.reliness/software-lifecycle", "name": "UK Data: Software end-of-life dates", "kind": "mcp", "official": null, "desc": "Release, support and end-of-life dates for about 490 languages, OSes, databases and frameworks", "repo": null, "install": ["https://ukdata.reliness.co.uk/mcp/software-lifecycle"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 955 ms · 6 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.JusticeUA/ukraine-company-check", "name": "Ukraine Company Check", "kind": "mcp", "official": null, "desc": "Due diligence on Ukrainian companies by EDRPOU: bankruptcy, debts, corruption, open state registers.", "repo": null, "install": ["https://kyb-data--ukraine-company-check.apify.actor/mcp"], "stars": null, "pushed": null, "license": null, "plat": "ukraine company registers", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:us.unfreeze/atlas", "name": "Unfrozen Atlas of the Middle", "kind": "mcp", "official": null, "desc": "Graded research on middle managers and change: search studies, get fact-checked answers.", "repo": null, "install": ["https://unfreeze.us/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1788 ms · 5 tools · free to try: `search_studies` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.JusticeUA/united-kingdom-company-check", "name": "United Kingdom Company Check", "kind": "mcp", "official": null, "desc": "United Kingdom company checks: status, insolvency, LEI and sanctions from official registers.", "repo": null, "install": ["https://kyb-data--united-kingdom-company-check.apify.actor/mcp"], "stars": null, "pushed": null, "license": null, "plat": "united kingdom company registers", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.theguysaccount/unredactus", "name": "Unredactus metadata research", "kind": "mcp", "official": null, "desc": "Search public document metadata and pinned snapshot provenance, excluding passages and identifiers.", "repo": "https://github.com/theguysaccount/mcp-catalog", "install": ["https://unredactus.com/api/mcp"], "stars": 0, "pushed": "2026-10-31T09:28:23Z", "license": null, "plat": "", "live": "Live · 1814 ms · 3 tools · free to try: `search_document_metadata` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.Taru0208/us-census-mcp-server", "name": "US Census Bureau Data", "kind": "mcp", "official": null, "desc": "Query US Census Bureau data: demographics, economics, and housing statistics.", "repo": "https://github.com/Taru0208/us-census-mcp-server", "install": ["https://aligned-kettledrum--us-census-mcp-server.apify.actor/mcp"], "stars": null, "pushed": null, "license": null, "plat": "us census bureau", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.theluckystrike/us-federal-holidays-business-days-mcp", "name": "US Federal Holidays and Business Days", "kind": "mcp", "official": null, "desc": "Exact U.S. federal holidays and business days 1971-2100, OPM and Federal Reserve observance.", "repo": "https://github.com/theluckystrike/us-federal-holidays-business-days-mcp", "install": ["https://us-federal-holidays-business-days-mcp.lipmichal.workers.dev/mcp"], "stars": 0, "pushed": "2026-11-13T10:23:20Z", "license": "MIT", "plat": "", "live": "Live · 934 ms · 5 tools · free to try: `list_federal_holidays` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.JusticeUA/us-states-company-check", "name": "US States Company Check", "kind": "mcp", "official": null, "desc": "US state company checks (CT, CO, PA, IA, DC) by state ID: status, legal form, LEI and sanctions.", "repo": null, "install": ["https://kyb-data--us-states-company-check.apify.actor/mcp"], "stars": null, "pushed": null, "license": null, "plat": "u.s. state registers", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:us.telcodata/telcodata", "name": "us.telcodata/telcodata", "kind": "mcp", "official": null, "desc": "North American telephone numbering data: carriers, rate centers, OCNs, and number history.", "repo": null, "install": ["https://api.telcodata.us/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 873 ms · 21 tools · `get_me` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:ai.userintuition/research", "name": "User Intuition", "kind": "mcp", "official": null, "desc": "Qualitative research with real people: AI-moderated interviews, 4M+ vetted panel, 80+ languages.", "repo": "https://github.com/user-intuition/skills", "install": ["npm:@userintuition-ai/mcp", "https://mcp.userintuition.ai/mcp"], "stars": 0, "pushed": "2026-11-12T11:53:46Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.guptaprakhariitr/uspto-patents-mcp", "name": "USPTO Patents", "kind": "mcp", "official": null, "desc": "US patent search, assignee portfolios, and citation graph via PatentsView.", "repo": "https://github.com/guptaprakhariitr/uspto-patents-mcp", "install": ["https://uspto-patents-mcp.atlasword.workers.dev/mcp"], "stars": 0, "pushed": "2026-06-11T08:39:25Z", "license": "NOASSERTION", "plat": "uspto", "live": "Down · HTTP 500 (checked 2026-11-13)"}, {"id": "mcp:net.vaguslab/research", "name": "Vagus Lab Research", "kind": "mcp", "official": null, "desc": "Cited VNS research passages from a curated corpus, plus a scored device comparison.", "repo": null, "install": ["https://vaguslab.net/mcp"], "stars": null, "pushed": null, "license": null, "plat": "vns research", "live": "Live · 20143 ms · 3 tools · free to try: `search_research` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.Kenboe/kural-ai", "name": "Valluvakural", "kind": "mcp", "official": null, "desc": "Valluvakural (Valluvarkural) — Thirukkural wisdom lens: verified couplets, quote checks.", "repo": "https://github.com/Kenboe/kural-ai", "install": ["https://kural-mcp.valluvakuralsupport.workers.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1253 ms · 2 tools (checked 2026-11-13)"}, {"id": "mcp:com.roxyapi/vastu", "name": "Vastu Shastra MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "Vastu entrance padas, the 81 pada mandala, plot and room analysis, Ayadi and griha pravesh timing.", "repo": null, "install": ["https://roxyapi.com/mcp/vastu"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1795 ms · 10 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.alexchouck-hash/veabird", "name": "Veabird: ski & beach trip planner", "kind": "mcp", "official": null, "desc": "Ski & beach trip planning: resort matching, snow and sargassum forecasts, lodging and flights.", "repo": "https://github.com/alexchouck-hash/bluebird", "install": ["https://veabird.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2424 ms · 19 tools · free to try: `find_ski_resorts` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.vedaword/library", "name": "Vedaword", "kind": "mcp", "official": null, "desc": "Sanskrit scripture search: Mahabharata, Upanishads, Gita; cited verses, honest no-answer.", "repo": null, "install": ["https://mcp.vedaword.com"], "stars": null, "pushed": null, "license": null, "plat": "vedaword", "live": "Live · 3372 ms · 8 tools · free to try: `list_authors` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.roxyapi/vedic-astrology", "name": "Vedic Astrology and Kundli MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "Vedic kundli, panchang, dashas, nakshatras and KP charts for AI agents, one API key.", "repo": null, "install": ["https://roxyapi.com/mcp/vedic-astrology"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2730 ms · 58 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.theluckystrike/vegetable-yield-percentage-mcp", "name": "Vegetable Yield Percentage MCP", "kind": "mcp", "official": null, "desc": "Vegetable and fruit yield percentage, trim waste and how much produce to buy, from USDA refuse data.", "repo": "https://github.com/theluckystrike/vegetable-yield-percentage-mcp", "install": ["https://vegetable-yield-percentage-mcp.lipmichal.workers.dev/mcp"], "stars": 0, "pushed": "2026-11-13T10:23:27Z", "license": "MIT", "plat": "usda", "live": "Live · 1896 ms · 4 tools · free to try: `list_vegetable_yields` answered without a key (checked 2026-11-13)"}, {"id": "mcp:partners.vela.breakout/breakout", "name": "Vela Breakout", "kind": "mcp", "official": null, "desc": "What's growing in tech, measured daily: AI apps, models, dev tools, software spend, hiring.", "repo": null, "install": ["https://breakout.vela.partners/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2133 ms · 6 tools · free to try: `find_breakouts` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.brittbart/verumsignal-mcp", "name": "Verum Signal", "kind": "mcp", "official": null, "desc": "Political debate claims from Verum Signal: who said each one and how it was rated.", "repo": "https://github.com/brittbart/verumsignal-mcp", "install": ["pypi:verumsignal-mcp"], "stars": 0, "pushed": "2026-10-26T02:24:06Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:com.viupdate/news", "name": "VI Update", "kind": "mcp", "official": null, "desc": "Search and read VI Update and Good Day (U.S. Virgin Islands news) and The Straight Record.", "repo": null, "install": ["https://mcp.viupdate.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "vi update", "live": "Live · 4116 ms · 8 tools · free to try: `list_items` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.viewsmeet/participate", "name": "ViewsMeet Pick + Predict", "kind": "mcp", "official": null, "desc": "Read frozen Atlas cells, answer private quizzes, score Mini-IPIP vectors, and cast enum ballots.", "repo": null, "install": ["https://viewsmeet.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1950 ms · 14 tools · free to try: `get_cohort_results` answered without a key (checked 2026-11-13)"}, {"id": "mcp:fr.vigi-sky/vigisky", "name": "Vigi-Sky", "kind": "mcp", "official": null, "desc": "Factual sky for AIs: ISS, auroras, archives. Never confuses unexplained with extraterrestrial.", "repo": null, "install": ["https://vigi-sky.fr/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Down · HTTP 400 (checked 2026-11-13)"}, {"id": "mcp:bible.vineverse/vineverse", "name": "VineVerse — Bible Knowledge Graph", "kind": "mcp", "official": null, "desc": "Bible knowledge graph: 31,102 verses, 341,289 cross references, people, places, themes.", "repo": null, "install": ["https://vineverse.bible/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "bible knowledge graph", "live": "Down · HTTP 402 (checked 2026-11-13)"}, {"id": "mcp:br.com.vinhozinho/vinhozinho", "name": "Vinhozinho", "kind": "mcp", "official": null, "desc": "Brazilian wine guide: 50,000+ labels with ratings and Brazil prices, guides and glossary.", "repo": null, "install": ["https://vinhozinho.com.br/mcp"], "stars": null, "pushed": null, "license": null, "plat": "vinhozinho", "live": "Live · 1028 ms · 6 tools (checked 2026-11-13)"}, {"id": "mcp:bible.void/reader", "name": "void.bible", "kind": "mcp", "official": null, "desc": "Read it the way a person does: one fragment at a time. If the same words return, you asked too soon.", "repo": null, "install": ["https://void.bible/mcp"], "stars": null, "pushed": null, "license": null, "plat": "bible reading tool", "live": "Live · 1330 ms · 2 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.voidly-ai/mcp-server", "name": "Voidly", "kind": "mcp", "official": null, "desc": "Internet censorship data, Sentinel forecasts and agent relay tools; relay keys stay in a local file.", "repo": null, "install": ["npm:@voidly/mcp-server"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.voidly-ai/atlas", "name": "Voidly Atlas (hosted)", "kind": "mcp", "official": null, "desc": "Hosted, no install: read-only censorship incident records, country index data and coverage.", "repo": null, "install": ["https://atlas-mcp.voidly.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 585 ms · 4 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.voidly-ai/voidly-hosted", "name": "Voidly Hosted MCP", "kind": "mcp", "official": null, "desc": "Voidly MCP: research, Atlas score, capabilities; gated Voidpay, Voidmail, Home, board and bounty.", "repo": null, "install": ["https://api.voidly.ai/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 4106 ms · 80 tools · `watch_list` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:com.votepredictor/elections", "name": "VotePredictor Elections", "kind": "mcp", "official": null, "desc": "2026 US election forecasts with a public accuracy record, plus congressional voting records.", "repo": null, "install": ["https://votepredictor.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 888 ms · 4 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.mumullickm/wasilah-mcp", "name": "Wasilah", "kind": "mcp", "official": null, "desc": "Prayer times, Qibla, Hijri calendar, 99 Names, Quran audio, Bangladesh offsets. English + Bengali.", "repo": "https://github.com/mumullickm/wasilah-mcp", "install": ["https://wasilah-mcp.aykiz.workers.dev/mcp"], "stars": 0, "pushed": "2026-10-20T17:42:19Z", "license": "MIT", "plat": "", "live": "Live · 1004 ms · 9 tools · free to try: `get_hijri_date` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.waypointlog/logbook", "name": "Waypoint Log", "kind": "mcp", "official": null, "desc": "A pilot logbook: totals, Transport Canada recency, flight time limits, flights added for review.", "repo": null, "install": ["https://mcp.waypointlog.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:app.wenbu/mcp", "name": "Wenbu · 问卜", "kind": "mcp", "official": null, "desc": "Free BaZi, I Ching, tarot, Zi Wei and bilingual learning tools with transparent methods. No API key.", "repo": "https://github.com/wenbu-app/wenbu", "install": ["https://wenbu.app/mcp"], "stars": 0, "pushed": "2026-11-12T01:24:06Z", "license": "MIT", "plat": "bazi", "live": "Live · 2702 ms · 7 tools · free to try: `search_library` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.roxyapi/astrology", "name": "Western Astrology MCP Server by RoxyAPI", "kind": "mcp", "official": null, "desc": "Western natal charts, horoscopes, transits and synastry for AI agents, verified vs NASA JPL.", "repo": null, "install": ["https://roxyapi.com/mcp/astrology"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2578 ms · 39 tools (checked 2026-11-13)"}, {"id": "mcp:com.whimbrelresearch/whimbrel-research", "name": "Whimbrel: Medtech Research", "kind": "mcp", "official": null, "desc": "Save hours of research on US medical device companies, ranked for your firm, with sources.", "repo": "https://github.com/WhimbrelResearch/whimbrel-mcp", "install": ["https://data.whimbrelresearch.com"], "stars": 0, "pushed": "2026-10-29T17:01:04Z", "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/wiki-title-ok", "name": "Wiki Title Check", "kind": "mcp", "official": null, "desc": "Check whether a Wikipedia title exists. Title discarded after the call.", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/wiki-title-ok/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "wikipedia", "live": "Live · 1681 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.sadri-dridi/wikidata-ok", "name": "Wikidata Q-id shape, value discarded", "kind": "mcp", "official": null, "desc": "Wikidata Q-id shape, value discarded", "repo": "https://github.com/sadri-dridi/named-mcp-utilities", "install": ["https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/wikidata-ok/mcp"], "stars": 0, "pushed": "2026-09-23T20:54:52Z", "license": null, "plat": "wikidata", "live": "Live · 1640 ms · 31 tools · free to try: `search-query-len` answered without a key (checked 2026-11-13)"}, {"id": "mcp:ai.trendsapi/wikipedia", "name": "Wikipedia Trends API", "kind": "mcp", "official": null, "desc": "Wikipedia page view trends for any topic over time. Free key at trendsapi.ai", "repo": "https://github.com/trendsapi-ai/wikipedia-trends-api", "install": ["https://wikipedia.api.trendsapi.ai/mcp"], "stars": 0, "pushed": "2026-08-18T15:23:28Z", "license": "MIT", "plat": "trendsapi.ai", "live": "Down · HTTP 400 (checked 2026-11-13)"}, {"id": "mcp:ai.trendsmcp/wikipedia", "name": "Wikipedia Trends MCP", "kind": "mcp", "official": null, "desc": "Wikipedia page views over time, with growth for any article topic. Free key at trendsmcp.ai", "repo": "https://github.com/trendsmcp-ai/wikipedia-trends-mcp", "install": ["https://wikipedia.api.trendsmcp.ai/mcp"], "stars": 0, "pushed": "2026-08-30T14:52:03Z", "license": "MIT", "plat": "wikipedia", "live": "Down · HTTP 400 (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/wikiquote", "name": "Wikiquote", "kind": "mcp", "official": null, "desc": "Wikiquote MCP — sourced quotations", "repo": "https://github.com/pipeworx-io/mcp-wikiquote", "install": ["npm:@pipeworx/mcp-wikiquote", "https://gateway.pipeworx.io/wikiquote/mcp"], "stars": 0, "pushed": "2026-11-06T20:53:46Z", "license": "MIT", "plat": "wikiquote", "live": "Not checked (runs locally)"}, {"id": "mcp:wine.beyond/beyond-wine", "name": "wine.beyond/beyond-wine", "kind": "mcp", "official": null, "desc": "Claims-based knowledge base for no/low ABV specialty beverages (producers, beverages, people).", "repo": null, "install": ["https://beyond.wine/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1262 ms · 11 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/wipo-ipc", "name": "Wipo Ipc", "kind": "mcp", "official": null, "desc": "WIPO IPCPUB (International Patent Classification) MCP", "repo": "https://github.com/pipeworx-io/mcp-wipo-ipc", "install": ["npm:@pipeworx/mcp-wipo-ipc", "https://gateway.pipeworx.io/wipo-ipc/mcp"], "stars": 0, "pushed": "2026-11-06T20:54:17Z", "license": "MIT", "plat": "wipo", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/wipo-pearl", "name": "Wipo Pearl", "kind": "mcp", "official": null, "desc": "WIPO Pearl MCP — scientific, technical and IP legal terminology database.", "repo": "https://github.com/pipeworx-io/mcp-wipo-pearl", "install": ["npm:@pipeworx/mcp-wipo-pearl", "https://gateway.pipeworx.io/wipo-pearl/mcp"], "stars": 0, "pushed": "2026-11-06T20:54:27Z", "license": "MIT", "plat": "wipo pearl", "live": "Not checked (runs locally)"}, {"id": "mcp:com.sixeightwisdom/wisdom-web", "name": "Wisdom Web by Six Eight", "kind": "mcp", "official": null, "desc": "Verified public-domain quotes, scripture with its licence, and one small next step.", "repo": null, "install": ["https://sixeightwisdom.com/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3142 ms · 5 tools · free to try: `search_quotes` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.pipeworx-io/wordnik", "name": "Wordnik", "kind": "mcp", "official": null, "desc": "Wordnik MCP.", "repo": "https://github.com/pipeworx-io/mcp-wordnik", "install": ["npm:@pipeworx/mcp-wordnik", "https://gateway.pipeworx.io/wordnik/mcp"], "stars": 0, "pushed": "2026-11-06T20:55:27Z", "license": "MIT", "plat": "wordnik", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Taru0208/world-bank-mcp-server", "name": "World Bank Indicators", "kind": "mcp", "official": null, "desc": "Access World Bank development indicators for 200+ countries.", "repo": "https://github.com/Taru0208/world-bank-mcp-server", "install": ["https://aligned-kettledrum--world-bank-mcp-server.apify.actor/mcp"], "stars": null, "pushed": null, "license": null, "plat": "world bank", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.varvararatta/world_bank_indicators_mcp", "name": "World Bank Indicators Mcp", "kind": "mcp", "official": null, "desc": "Dive into the wealth of information provided by the World Bank with our zero-auth API. Instantly", "repo": "https://github.com/varvararatta/botfactory-mcp", "install": ["https://world-bank-indicators-mcp.mcpize.run/mcp"], "stars": 0, "pushed": "2026-07-27T16:15:17Z", "license": null, "plat": "world bank", "live": "Down · HTTP 404 (checked 2026-11-13)"}, {"id": "mcp:dev.workers.microtools-x402.x402-sec-edgar/sec-edgar", "name": "x402 SEC EDGAR Lookup", "kind": "mcp", "official": null, "desc": "SEC EDGAR company lookup, filings, XBRL financials and filing text. Pay per call in USDC via x402.", "repo": null, "install": ["https://x402-sec-edgar.microtools-x402.workers.dev/mcp"], "stars": null, "pushed": null, "license": null, "plat": "sec edgar", "live": "Down · HTTP 500 (checked 2026-11-14)"}, {"id": "mcp:io.github.xpaysh/academic-research", "name": "xpay Academic Research", "kind": "mcp", "official": null, "desc": "30+ academic research tools. Semantic Scholar, arXiv, PubMed, bioRxiv, CrossRef, IACR.", "repo": "https://github.com/xpaysh/mcp-server", "install": ["https://research.mcp.xpay.sh/mcp?key={api_key}"], "stars": 0, "pushed": "2026-03-14T15:10:07Z", "license": "MIT", "plat": "xpay", "live": "Down · HTTP 400 (checked 2026-11-13)"}, {"id": "mcp:com.sakuraweb.yamagishi/physics-papers", "name": "Yamagishi Lab: math-physics papers and separators", "kind": "mcp", "official": null, "desc": "Search 1,094 math-physics preprints (JA/EN, CC BY 4.0); prompts for separators and pi-factor roots.", "repo": null, "install": ["https://yamagishi.sakuraweb.com/mcp/"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 6342 ms · 3 tools · free to try: `list_separators` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.yod-app.connect/yod", "name": "YOD", "kind": "mcp", "official": null, "desc": "Your YOD birth chart and today's transits to it, plus saving notes to your YOD journal.", "repo": null, "install": ["https://connect.yod-app.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.yondry-ltd/day-planner", "name": "Yondry: Day Out Planner", "kind": "mcp", "official": null, "desc": "Plan your perfect day out anywhere: itineraries and neighbourhood guides, tuned to mood and weather.", "repo": null, "install": ["https://yondry.app/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1521 ms · 3 tools · free to try: `get_neighbourhood_guide` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.yorehistory/places", "name": "Yore: places in their time", "kind": "mcp", "official": null, "desc": "Sourced studies of what a town was like in a given decade: work, faith, law, money, news.", "repo": null, "install": ["https://yorehistory.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 2505 ms · 3 tools · free to try: `about_yore` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.zearchcomputer/zearch-mcp", "name": "Zearch", "kind": "mcp", "official": null, "desc": "Research with answers you can check: every paragraph verified against its cited source.", "repo": "https://github.com/zearchcomputer/zearch-mcp", "install": ["npm:@zearchcomputer/mcp"], "stars": 0, "pushed": "2026-11-03T15:55:06Z", "license": "MIT", "plat": "research", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.pipeworx-io/zenodo", "name": "Zenodo", "kind": "mcp", "official": null, "desc": "Zenodo MCP.", "repo": "https://github.com/pipeworx-io/mcp-zenodo", "install": ["npm:@pipeworx/mcp-zenodo", "https://gateway.pipeworx.io/zenodo/mcp"], "stars": 0, "pushed": "2026-11-06T20:59:08Z", "license": "MIT", "plat": "zenodo", "live": "Not checked (runs locally)"}, {"id": "mcp:dev.cotlet/zotero", "name": "Zotero MCP Server and API by Cotlet", "kind": "mcp", "official": null, "desc": "Zotero research reference manager MCP server: add item by DOI, search library, add to collection.", "repo": null, "install": ["https://cotlet.dev/mcp/v1/zotero/connect", "https://cotlet.dev/mcp/v1/zotero"], "stars": null, "pushed": null, "license": null, "plat": "zotero", "live": "Down · HTTP 429 (checked 2026-11-13)"}, {"id": "mcp:io.github.theluckystrike/personality-test", "name": "Zovo Big Five Test", "kind": "mcp", "official": null, "desc": "Big Five personality test", "repo": null, "install": ["https://personality-test.zovo.one/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 754 ms · 3 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.theluckystrike/family-tree", "name": "Zovo Family Tree", "kind": "mcp", "official": null, "desc": "Genealogy charts and posters", "repo": null, "install": ["https://family-tree.zovo.one/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1203 ms · 2 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.theluckystrike/genogram", "name": "Zovo Genogram", "kind": "mcp", "official": null, "desc": "Turns a list of people and relationships into a genogram with the standard symbols.", "repo": null, "install": ["https://genogram.zovo.one/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 1033 ms · 2 tools (checked 2026-11-13)"}, {"id": "mcp:io.github.theluckystrike/paper-finder", "name": "Zovo Paper Finder", "kind": "mcp", "official": null, "desc": "Build a literature list for a student paper, thesis or research project from Crossref.", "repo": null, "install": ["https://paper-finder.zovo.one/mcp"], "stars": null, "pushed": null, "license": null, "plat": "zovo", "live": "Live · 6920 ms · 3 tools · free to try: `get_paper_network` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.theluckystrike/gedcom-charts", "name": "Zovo Pedigree Charts", "kind": "mcp", "official": null, "desc": "Pedigree charts from GEDCOM", "repo": null, "install": ["https://gedcom-charts.zovo.one/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 647 ms · 2 tools (checked 2026-11-13)"}, {"id": "mcp:io.zircular/zlab-stress-test", "name": "źlab Operational Decision Stress Test", "kind": "mcp", "official": null, "desc": "Evidence-governed screening of material decisions about physical assets and operational systems.", "repo": null, "install": ["https://mcp.zircular.io/mcp"], "stars": null, "pushed": null, "license": null, "plat": "źlab", "live": "Down · URLError: <urlopen error timed out> (checked 2026-11-13)"}, {"id": "mcp:io.github.yhagiwara-meliorra/wattoku", "name": "ワットク（Wattoku）", "kind": "mcp", "official": null, "desc": "Compare Japan's household fixed costs: electricity, city gas, fiber and mobile plans, with bundles.", "repo": null, "install": ["https://wattoku.meliorra.co/api/mcp"], "stars": null, "pushed": null, "license": null, "plat": "wattoku", "live": "Live · 2467 ms · 11 tools · free to try: `search_gas_plans` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.xiaodaox/xiaodao", "name": "小道 Xiaodao", "kind": "mcp", "official": null, "desc": "Bazi (Four Pillars) and Qimen Dunjia charts with true solar time and historical time zones.", "repo": null, "install": ["https://xiaodaox.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Live · 3345 ms · 4 tools · free to try: `search_birth_place` answered without a key (checked 2026-11-13)"}, {"id": "mcp:com.zhijipaipan/zhiji-bazi", "name": "知己排盘 BaZi", "kind": "mcp", "official": null, "desc": "BaZi (Chinese Four Pillars) chart calculator. Structured chart data only, no predictions.", "repo": "https://github.com/AmsonntagChow/zhiji-bazi", "install": ["npm:zhiji-bazi", "https://zhijipaipan.com/bazi-api/mcp"], "stars": 0, "pushed": "2026-08-14T06:52:47Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}]