Search MCP servers, Agent Skills and Claude Code plugins in one place. See which are official, live right now and free to try, with the line to install each one.
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Ranked by GitHub stars across every category. A skill shows the stars of the repo it lives in, so one popular repo can lift all its skills (we list at most 3 per repo). Not tested by us yet.
| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| REA Reverse engineer anything from your terminal or agent with one CLI and MCP server. MCP serverGitHub-verified authorLocal · npm | 456,474 | MIT | ||
| rea-analysis-optimization Optimize REA providers and shared analysis workflows for agent context, latency, CPU, and memory while preserving correctness and Evidence. Use for an SkillInstall · skills CLI | 456,474 | MIT | ||
| rea-changelog-update Prepare or rewrite REA release changelogs and GitHub release notes from pinned Git history, with verified contributor thanks and Release Please synchr SkillInstall · skills CLI | 456,474 | MIT | ||
| rea-ci-tests-audit Audit REA CI and test suites for correctness, fixture drift, false passes, and measured performance; use for suite or workflow investigations and effi SkillInstall · skills CLI | 456,474 | MIT | ||
| ask-matt Ask which skill or flow fits your situation. A router over the skills in this repo. SkillInstall · skills CLI | 323,337 | MIT | ||
| chief-of-staff Pursue a long-running goal in a single session by co-ordinating subagents. SkillInstall · skills CLI | 323,337 | MIT | ||
| claude-handoff Hand the current conversation off to a fresh background agent that picks up the work immediately. SkillInstall · skills CLI | 323,337 | MIT | ||
| mattpocock-skills Matt Pocock's agent skills for real engineering — grilling, spec/ticket flows, TDD, code review, domain modelling and more. Plug-and-play, not vibe co PluginAnthropic marketplace | 323,337 | MIT | ||
| superpowers Superpowers teaches Claude brainstorming, subagent driven development with built in code review, systematic debugging, and red/green TDD. Additionally PluginAnthropic marketplace | 316,900 | MIT | ||
| ECC The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencod MCP server | 303,132 | — | ||
| karpathy-guidelines Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical SkillInstall · skills CLI | 232,934 | — | ||
| n8n Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. MCP server | 210,515 | — | ||
| academy-guide Stop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it recommends matching courses, tutor SkillOfficial · AnthropicInstall · skills CLI | 194,218 | — | ||
| algorithmic-art Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code SkillOfficial · AnthropicInstall · skills CLI | 194,218 | — | ||
| brand-guidelines Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when b SkillOfficial · AnthropicInstall · skills CLI | 194,218 | — | ||
| ponytail Lazy senior dev mode for any coding task: the smallest change that fully solves it, and a reply a busy human understands in one read. SkillInstall · skills CLI | 190,451 | MIT | ||
| ponytail Lazy senior dev mode: the smallest change that fully solves the task, and a reply a busy human understands in one read. Use on any coding task (writin SkillInstall · skills CLI | 190,451 | MIT | ||
| ponytail-audit Quality audit of a whole repo: bugs, security holes, what breaks under real load, risky code without tests, slow paths, and what to delete, merge or s SkillInstall · skills CLI | 190,451 | MIT | ||
| backend-code-review Use only when the user explicitly requests a review or audit of backend code under `api/`. Supports pending-change, file-focused, and pasted-diff revi SkillInstall · skills CLI | 161,128 | — | ||
| dify Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so t MCP server | 161,128 | — | ||
| difyctl Operate a Dify server through difyctl: find and run any operation, and build, test, publish and change Workflow and Chatflow apps. Use when the task i SkillInstall · skills CLI | 161,128 | — | ||
| e2e-cucumber-playwright Use when writing, changing, or reviewing Cucumber and Playwright tests under `e2e/`, including feature files, step definitions, support code, scenario SkillInstall · skills CLI | 161,128 | — | ||
| JavaGuide Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发 MCP server | 159,561 | — | ||
| open-webui User-friendly AI Interface (Supports Ollama, OpenAI API, ...) MCP server | 158,670 | — | ||
| cc-switch A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode,DeepSeek Harness and more. Only official website: ccswitch.io MCP server | 154,446 | — | ||
| graphify Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, MCP server | 147,816 | — | ||
| com.browser-use/browser-use Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data. MCP serverVerified domain · browser-use.comLocal · PyPI | 120,876 | MIT | ||
| api-and-interface-design Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoin SkillInstall · skills CLI | 117,221 | MIT | ||
| browser-testing-with-devtools Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, SkillInstall · skills CLI | 117,221 | MIT | ||
| ci-cd-and-automation Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configur SkillInstall · skills CLI | 117,221 | MIT | ||
| Agent Cost Report Believable agent cost report for any period, default the last 7 full days PT, not counting today. Measured tokens from Claude Code transcripts priced SkillInstall · skills CLI | 116,897 | Apache-2.0 | ||
| babysit Watch a pull request or review cycle until it is ready to merge. Use when asked to babysit, monitor, or keep checking PR comments, reviews, and CI unt SkillInstall · skills CLI | 116,897 | Apache-2.0 | ||
| backup-setup Set up, check, or restore local claude-mem database snapshots. Use when the user says "set up backups", "back up my memories", "backup status", or "re SkillInstall · skills CLI | 116,897 | Apache-2.0 | ||
| design-taste-frontend tasteskill 2.5.1, the anti-slop frontend skill. Builds professional company websites at the level of figma.com and x.ai: plain copy in a voice of its SkillInstall · skills CLI | 115,156 | MIT | ||
| add-product-e2e-eval Add or extend a Paperclip full-stack runner E2E workflow, fixture, matcher, or report evidence path for local or Daytona execution. SkillInstall · skills CLI | 113,505 | MIT | ||
| add-runner-eval Add or extend a Paperclip Runner protocol evaluation definition, roster, assertion, or report fixture with provenance and narrow validation. SkillInstall · skills CLI | 113,505 | MIT | ||
| agent-browser Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots, read console and network, fill simple forms — for ver SkillInstall · skills CLI | 113,505 | MIT | ||
| io.github.IncorporatedPartners/labelhead-artist-momentum Trending hip-hop artist momentum scores across four cultural dimensions. MCP serverGitHub-verified authorRemote● LiveFree to try | 113,505 | MIT | ||
| Agent-Reach Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. MCP server | 111,810 | — | ||
| impeccable Use when the user wants to design, redesign, shape, critique, audit, polish, simplify, harden, animate, or otherwise improve a frontend interface: web SkillInstall · skills CLI | 109,741 | Apache-2.0 | ||
| impeccable Use to design, redesign, critique, audit, polish or animate a frontend: websites, landing pages, dashboards, app UI, components, native iOS/Android sc SkillInstall · skills CLI | 109,741 | Apache-2.0 | ||
| gemini-cli An open-source AI agent that brings the power of Gemini directly into your terminal. MCP server | 108,834 | — | ||
| article-magazine Huashu / huashu-md-html-inspired magazine article layout for turning Markdown or notes into a polished long-form HTML essay. SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| aster-atelier Use this template when the user wants an artistic creative-studio website with classical imagery, cobalt skies, elegant serif typography and cinematic SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| audio-jingle Audio generation skill — jingles, beds, voiceover, and sound effects. Routes music requests to Suno V5 / Udio / Lyria, speech to MiniMax TTS / FishAud SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| RuView π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel MCP server | 104,302 | — | ||
| Scrapling MCP Server Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported. MCP serverGitHub-verified authorLocal · PyPI | 102,254 | BSD-3-Clause | ||
| archify Create validated architecture, workflow, sequence, data-flow, lifecycle/state, ERD, class, tree, timeline, and waterfall diagrams as explorable standa SkillInstall · skills CLI | 96,261 | Apache-2.0 | ||
| archify-review Review Archify issues, PRs, or code through value, cost, and impact to support evidence-based maintenance decisions. Use for issue triage, change revi SkillInstall · skills CLI | 96,261 | Apache-2.0 | ||
| archify-tuning Improve Archify diagram accuracy, visual quality and complete authoring speed with fewer repairs. Use for generation experiments or evaluating changes SkillInstall · skills CLI | 96,261 | Apache-2.0 | ||
| understand Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships SkillInstall · skills CLI | 92,567 | MIT | ||
| understand-chat Use when you need to ask questions about a codebase or understand code using a knowledge graph SkillInstall · skills CLI | 92,567 | MIT | ||
| understand-dashboard Launch the interactive web dashboard to visualize a codebase's knowledge graph SkillInstall · skills CLI | 92,567 | MIT | ||
| World Monitor Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 97 tools. MCP serverVerified domain · worldmonitor.appRemoteSign-in needed | 90,571 | AGPL-3.0 | ||
| OmniRoute Never stop coding. Free MIT AI gateway: one endpoint, 375 providers (150+ free), 1,400+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Work MCP server | 87,505 | — | ||
| crawl4ai Official Crawl4AI Cloud: a hosted web scraping, extraction, and search API for AI agents. Free API key, 1,000 credits a month, no card. Fully open sou MCP server | 87,367 | — | ||
| lobehub 🤯 LobeHub - Super-Agents on Your Team. Add super-agents to the chats your team already uses.They take on work by themselves and get better every week. MCP server | 85,532 | — | ||
| hyperframes HyperFrames by HeyGen. Write HTML, render video. Compositions, GSAP and runtime adapter animations, captions, voiceovers, audio-reactive visuals, and PluginAnthropic marketplace | 83,503 | Apache-2.0 | ||
| HyperFrames by HeyGen Official HyperFrames by HeyGen: the best AI video editor in chat. Captions, motion graphics, MP4. MCP serverGitHub-verified authorRemoteSign-in needed | 83,503 | Apache-2.0 | ||
| career-ops Open-source AI job search agent -- evaluate offers, generate CVs, scan portals, track applications. Use when the user pastes a job URL or JD, asks to SkillInstall · skills CLI | 82,435 | MIT | ||
| Ruflo Agent teams, swarms, memory and hooks for Claude Code and Codex, served over MCP. MCP serverGitHub-verified authorLocal · npm | 81,608 | MIT | ||
| io.github.ruvnet/claude-flow AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev. MCP serverGitHub-verified authorLocal · npm | 81,607 | MIT | ||
| Netdata Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection. MCP serverGitHub-verified authorRemoteSign-in needed | 81,392 | GPL-3.0 | ||
| headroom Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same a MCP server | 79,680 | — | ||
| -21risk-automation Automate 21risk tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| -2chat-automation Automate 2chat tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| ably-automation Automate Ably tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| ai-engineering-from-scratch Learn AI Engineering! Learn it. Build it. Ship it for others. MCP server | 78,953 | — | ||
| Front-End Checklist Review frontend code and live pages against 386 quality-gated web development rules. MCP serverGitHub-verified authorRemote● LiveFree to try | 74,714 | MIT | ||
| ast-grep Searches and rewrites code by AST shape across 25 languages. Use when the target is a syntax pattern (every call/class/import shaped like X, a codemod SkillInstall · skills CLI | 70,897 | — | ||
| browser Drives a real browser through the omowright library from the js eval kernel: sites the user is already signed into, forms and clicks, JS-rendered page SkillInstall · skills CLI | 70,897 | — | ||
| codex-qa QA the omo Codex Light edition (lazycodex / packages/omo-codex) itself, in strict isolation so ONLY our plugin is exercised, never the user's real ~/. SkillInstall · skills CLI | 70,897 | — | ||
| agent-browser Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, SkillInstall · skills CLI | 69,046 | MIT | ||
| presentation-structure Knowledge about the presentation slide format, weight system, navigation, and section structure SkillInstall · skills CLI | 69,046 | MIT | ||
| presentation-styling Knowledge about CSS classes, component patterns, and syntax highlighting in the presentation SkillInstall · skills CLI | 69,046 | MIT | ||
| humanizer Rewrite AI-sounding text so it reads like the writer without changing what it says. Use when editing or reviewing prose for AI tells: not-X-but-Y cont SkillInstall · skills CLI | 68,896 | MIT | ||
| diagram-design Create branded architecture, architecture delta, IT current-state, flowchart, sequence, state machine, ER/data model, steps, timeline, swimlane, quadr SkillInstall · skills CLI | 66,917 | MIT | ||
| Context7 Up-to-date docs for AI agents MCP serverGitHub-verified authorLocal · npm | 64,717 | MIT | ||
| TrendRadar ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精 MCP server | 63,638 | — | ||
| i-have-adhd Shape output for a reader with ADHD: lead with the next action, number multi-step work, restate state across turns, suppress tangents, give specific t SkillInstall · skills CLI | 61,133 | MIT | ||
| mempalace The best-benchmarked open-source AI memory system. And it's free. MCP server | 60,561 | — | ||
| ab-testing When the user wants to plan, run, or read A/B tests, or asks a judgement call on one: is the result real, can we stop, which version won, is this wort SkillInstall · skills CLI | 60,203 | MIT | ||
| ad-creative When the user wants to write or judge ad creative, or asks which ad, hook, or angle to run or kill: headlines, primary text, and variations for Google SkillInstall · skills CLI | 60,203 | MIT | ||
| ads When the user wants to plan, run, or fix paid ads on Google, Meta, and LinkedIn, or asks a judgement call on them: are ads worth it, which channel or SkillInstall · skills CLI | 60,203 | MIT | ||
| 13c-metabolic-flux Estimates intracellular metabolic fluxes from steady-state carbon-13 isotope-tracing measurements using validated atom maps, mfapy isotope simulation, SkillInstall · skills CLI | 57,090 | MIT | ||
| adaptyv Uses the Adaptyv Bio Foundry API and Python SDK to design protein characterization experiments, estimate costs, submit sequences, monitor laboratory p SkillInstall · skills CLI | 57,090 | MIT | ||
| aeon This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, seg SkillInstall · skills CLI | 57,090 | MIT | ||
| academic-paper 12-agent academic paper writing pipeline. 11 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclo SkillInstall · skills CLI | 56,825 | — | ||
| academic-paper-reviewer Multi-perspective academic paper review with dynamic reviewer personas. Runs a 5-seat, role-separated review panel (Journal-Fit Reviewer + 3 peer-revi SkillInstall · skills CLI | 56,825 | — | ||
| academic-pipeline Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final inte SkillInstall · skills CLI | 56,825 | — | ||
| animate Build an animation from scratch, making the decisions in the order that determines whether it feels right — should it animate at all, what purpose, wh SkillInstall · skills CLI | 56,728 | MIT | ||
| animate-expo Build animations in React Native and Expo, making the decisions in the order that determines whether they feel right — should it animate, which thread SkillInstall · skills CLI | 56,728 | MIT | ||
| animation-performance Keep web animations inside the frame budget — animate composite-only properties, keep motion off the main thread when the page is busy, and find the c SkillInstall · skills CLI | 56,728 | MIT | ||
| goose an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM MCP server | 56,620 | — | ||
| Chrome DevTools MCP MCP server for Chrome DevTools MCP serverGitHub-verified authorLocal · npm | 55,179 | Apache-2.0 | ||
| Chrome DevTools MCP MCP server for Chrome DevTools MCP serverGitHub-verified authorLocal · npm | 55,179 | Apache-2.0 | ||
| chrome-devtools-mcp Control and inspect a live Chrome browser from your coding agent. Record performance traces, analyze network requests, check console messages with sou PluginAnthropic marketplace | 55,179 | Apache-2.0 | ||
| analyzing-financial-statements This skill calculates key financial ratios and metrics from financial statement data for investment analysis SkillOfficial · AnthropicInstall · skills CLI | 54,623 | MIT | ||
| applying-brand-guidelines This skill applies consistent corporate branding and styling to all generated documents including colors, fonts, layouts, and messaging SkillOfficial · AnthropicInstall · skills CLI | 54,623 | MIT | ||
| cookbook-audit Audit an Anthropic Cookbook notebook based on a rubric. Use whenever a notebook review or audit is requested. SkillOfficial · AnthropicInstall · skills CLI | 54,623 | MIT | ||
| agent-notes Use when deciding whether a Cherry Studio change needs an Agent Note, authoring or reviewing a Spec, recording a durable bug-fix decision, moving a no SkillInstall · skills CLI | 53,498 | AGPL-3.0 | ||
| cherry-assistant-guide 从当前安装包查询 Cherry Studio 产品信息并排查运行问题。当用户询问功能、路由、快捷键、Provider、语言、Agent、频道、定时任务、Code CLI、当前版本，或报告运行错误、连接失败、配置异常并需要诊断时触发。 SkillInstall · skills CLI | 53,498 | AGPL-3.0 | ||
| cherry-browser Control the user''s visible Agent browser: navigate, click, type, screenshot, debug. Needs the Browser setting. SkillInstall · skills CLI | 53,498 | AGPL-3.0 | ||
| cherry-studio Your AI workspace for models, agents, and productivity. MCP server | 53,498 | AGPL-3.0 | ||
| nature-academic-search 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 e SkillInstall · skills CLI | 53,478 | Apache-2.0 | ||
| nature-citation Find and verify Nature/CNS-family literature supporting manuscript claims, with claim-to-source mapping and reference-manager export. Use for Nature系列 SkillInstall · skills CLI | 53,478 | Apache-2.0 | ||
| nature-data 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 a SkillInstall · skills CLI | 53,478 | Apache-2.0 | ||
| defuddle Extract clean Markdown from HTML pages with Defuddle CLI. SkillInstall · skills CLI | 52,336 | MIT | ||
| json-canvas Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, SkillInstall · skills CLI | 52,336 | MIT | ||
| knap Render Markdown from templates and structured data using Knap CLI. Use when the user asks to apply a Knap template, turn JSON or CSV data into notes, SkillInstall · skills CLI | 52,336 | MIT | ||
| io.github.tldraw/tldraw Draw and visually collaborate with your agents on tldraw's canvas. MCP serverGitHub-verified authorRemote● LiveFree to try | 51,407 | — | ||
| open-code-review Performs AI-powered code review on Git changes using the `ocr` CLI from alibaba/open-code-review. Use when the user asks to review code, review a pull SkillInstall · skills CLI | 50,807 | Apache-2.0 | ||
| open-code-review-delegate Delegation mode for open-code-review (OCR). Instead of OCR calling an LLM endpoint, this skill instructs the host agent to perform the code review its SkillInstall · skills CLI | 50,807 | Apache-2.0 | ||
| LocalAI LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. MCP server | 50,368 | — | ||
| Metabase Lets AI clients search, explore, query, and visualize data in a Metabase instance. MCP serverGitHub-verified authorRemoteDown | 50,311 | — | ||
| nanobot Your lightweight open-source personal agent. MCP server | 50,087 | — | ||
| 3d-web-experience Use when building or debugging web 3D scenes, product configurators or portfolios with Three.js, React Three Fiber or Spline; review assets, loading, SkillInstall · skills CLI | 49,672 | MIT | ||
| ab-test-setup Use when designing an A/B or split test: define the hypothesis, control and variants, estimate sample size, verify tracking, and predeclare metrics an SkillInstall · skills CLI | 49,672 | MIT | ||
| accessibility-compliance-accessibility-audit Audit pages and user journeys against a declared WCAG scope. Use when identifying keyboard, screen-reader, focus or contrast barriers and planning ver SkillInstall · skills CLI | 49,672 | MIT | ||
| Codebase Memory Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens. MCP serverGitHub-verified authorLocal · npm | 48,580 | MIT | ||
| JeecgBoot 一款免费开源的 AI 低代码平台，也是 AI 时代构建复杂业务系统的开源基座！权限、多租户、工作流、报表、大屏、AI 知识库等通用能力开箱即用，AI 只需生成业务差异部分。AI Skills 一句话生成完整系统——建表、前后端代码、菜单权限、BPM 流程、表单、报表、大屏全自动。内置 AI 应用平台 MCP server | 48,483 | — | ||
| CowAgent Open-source personal AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-mode MCP server | 47,922 | MIT | ||
| image-generation Generate or edit images from text prompts. Use when the user asks to create, draw, design, or edit an image, illustration, photo, icon, poster, or any SkillInstall · skills CLI | 47,922 | MIT | ||
| siyuan An open-source, privacy-first, self-hosted knowledge workspace where humans and AI agents work together 开源、隐私优先、自托管的知识工作空间，让人与智能体在此协作 MCP server | 47,228 | — | ||
| LibreChat Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Ve MCP server | 47,133 | — | ||
| agent-sdk-dev Development kit for working with the Claude Agent SDK PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| asana Asana project management integration. Connects Claude Code to Asana's V2 MCP server to create and manage tasks, search projects, update assignments, a PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| champion-kit Help Claude Code champions run hackathons and office hours, find patterns worth sharing, help teammates climb the steps of AI adoption, and write a sh PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| clangd-lsp C/C++ language server (clangd) for code intelligence PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| claude-code-setup Analyze codebases and recommend tailored Claude Code automations such as hooks, skills, MCP servers, and subagents. PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| claude-md-management Tools to maintain and improve CLAUDE.md files - audit quality, capture session learnings, and keep project memory current. PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| claude-security Deep vulnerability scanning of your own code, run entirely inside your Claude Code session at a chosen effort tier, with every finding challenged befo PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| code-modernization Guided modernization for any legacy codebase: start with /modernize, get an assessment, an interactive map, the business rules mined from the code, an PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| code-review Automated code review for pull requests using multiple specialized agents with confidence-based scoring to filter false positives PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| code-simplifier Agent that simplifies and refines code for clarity, consistency, and maintainability while preserving functionality. Focuses on recently modified code PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| commit-commands Commands for git commit workflows including commit, push, and PR creation PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| context7 Upstash Context7 MCP server for up-to-date documentation lookup. Connects to Context7's hosted remote MCP server (https://mcp.context7.com/mcp) — no l PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| csharp-lsp C# language server for code intelligence PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| cwc-makers Onboard a Code-with-Claude Makers Cardputer with one /maker-setup command — clones the build-with-claude repo, flashes UIFlow firmware, and installs t PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| discord Discord messaging bridge with built-in access control. Manage pairing, allowlists, and policy via /discord:access. PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| explanatory-output-style Adds educational insights about implementation choices and codebase patterns (mimics the deprecated Explanatory output style) PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| fakechat Localhost web chat for testing the channel notification flow. No tokens, no access control, no third-party service. PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| feature-dev Comprehensive feature development workflow with specialized agents for codebase exploration, architecture design, and quality review PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| firebase Google Firebase MCP integration. Manage Firestore databases, authentication, cloud functions, hosting, and storage. Build and manage your Firebase bac PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| frontend-design Create distinctive, production-grade frontend interfaces with high design quality. Generates creative, polished code that avoids generic AI aesthetics PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| github Official GitHub MCP server for repository management. Create issues, manage pull requests, review code, search repositories, and interact with GitHub' PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| gitlab GitLab DevOps platform integration. Manage repositories, merge requests, CI/CD pipelines, issues, and wikis. Full access to GitLab's comprehensive Dev PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| gopls-lsp Go language server for code intelligence and refactoring PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| hookify Easily create custom hooks to prevent unwanted behaviors by analyzing conversation patterns or from explicit instructions. Define rules via simple mar PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| imessage iMessage messaging bridge with built-in access control. Reads chat.db directly, sends via AppleScript. Manage pairing, allowlists, and policy via /ime PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| jdtls-lsp Java language server (Eclipse JDT.LS) for code intelligence PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| kotlin-lsp Kotlin language server for code intelligence PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| laravel-boost Laravel development toolkit MCP server. Provides intelligent assistance for Laravel applications including Artisan commands, Eloquent queries, routing PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| learning-output-style Interactive learning mode that requests meaningful code contributions at decision points (mimics the unshipped Learning output style) PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| linear Linear issue tracking integration. Create issues, manage projects, update statuses, search across workspaces, and streamline your software development PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| lua-lsp Lua language server for code intelligence PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| math-olympiad Solve competition math (IMO, Putnam, USAMO) with adversarial verification that catches what self-verification misses. Fresh-context verifiers attack p PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| math-proof Two skills for hard mathematics problems, each ending in a self-contained proof.md: /math-proof:solo has the session work the problem itself in stages PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| mcp-server-dev Skills for designing and building MCP servers that work seamlessly with Claude. Guides you through deployment models (remote HTTP, MCPB, local), tool PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| mcp-tunnels Connect Claude to a private MCP server through an Anthropic MCP tunnel. The /create-docker-mcp-tunnel command drives the Docker Compose quickstart end PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| php-lsp PHP language server (Intelephense) for code intelligence PluginAnthropic marketplace | 47,064 | Apache-2.0 | ||
| AstrBot AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ MCP server | 46,922 | — | ||
| Reactive Resume Free open-source resume builder with remote MCP tools for resumes and job applications. MCP serverGitHub-verified authorRemoteSign-in needed | 45,685 | MIT | ||
| CCXT Official CCXT MCP server - Market data and trading across 100+ exchanges and prediction markets MCP serverGitHub-verified authorLocal · npm | 44,873 | MIT | ||
| kong 🦍 The API and AI Gateway MCP server | 44,378 | — | ||
| com.puter/mcp-server Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more MCP serverVerified domain · puter.comRemoteSign-in needed | 44,160 | AGPL-3.0 | ||
| openhuman The fastest, cheapest, most efficient open-source agent harness. Run more than 500 agents on a $10 VPS. MCP server | 42,703 | — | ||
| agents Plugins, agents, skills, and commands for Claude Code, Codex CLI, Cursor, OpenCode, Antigravity CLI, GitHub Copilot, and Pi, written once in Markdown MCP server | 42,495 | MIT | ||
| ai-engineering-hub In-depth tutorials on LLMs, RAGs and real-world AI agent applications. MCP server | 41,863 | — | ||
| Codewhale An open-source coding agent for your terminal, written in Rust. It works with any model, can split one task across several agents, and every line of i MCP server | 41,175 | — | ||
| PostHog MCP Server Official PostHog MCP Server for product analytics, feature flags, experiments, and more. MCP serverGitHub-verified authorRemoteSign-in needed | 40,768 | — | ||
| drawdb Free, simple, and intuitive online database diagram editor and SQL generator. MCP server | 40,328 | — | ||
| mindshub The unified workspace where open-source models get things done for you. MCP server | 39,863 | — | ||
| io.github.microsoft/playwright-mcp Playwright Tools for MCP MCP serverGitHub-verified authorLocal · npm | 39,580 | Apache-2.0 | ||
| oh-my-pi ⌥ Coding agent with the IDE wired in. Built by Stencil Labs. MCP server | 39,045 | — | ||
| PDFMathTranslate [EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MC MCP server | 38,426 | — | ||
| Vibe-Trading "Vibe-Trading: Your Personal Trading Agent" MCP server | 38,245 | — | ||
| QwenPaw Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabiliti MCP server | 37,754 | — | ||
| Next AI Draw.io draw.io diagrams your AI agent draws on a live browser canvas that you can also edit by hand MCP serverGitHub-verified authorLocal · npm | 36,928 | Apache-2.0 | ||
| Anthropic-Cybersecurity-Skills 817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (F MCP server | 36,105 | Apache-2.0 | ||
| agentscope Build and run agents you can see, understand and trust. MCP server | 36,007 | — | ||
| changedetection.io (official) Official changedetection.io MCP: web page change tracking, back-in-stock and price alerts. MCP serverVerified domain · changedetection.ioRemoteDown | 35,785 | Apache-2.0 | ||
| mcp-for-blender Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation. MCP server | 34,451 | — | ||
| GitHub Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language. MCP serverGitHub-verified authorLocal · Docker | 34,426 | MIT | ||
| context-mode Free, local plugin that keeps tool output out of your coding agent's context window. Sandbox and SQLite FTS5 search, 99% fewer bytes in context. Works MCP server | 34,063 | — | ||
| nacos an easy-to-use dynamic service discovery, configuration and service management platform for building AI cloud native applications. MCP server | 33,523 | — | ||
| claude-code-templates Open-source registry and CLI for Claude Code components: agents, commands, skills, hooks, MCPs, settings and mods MCP server | 33,495 | MIT | ||
| xiaozhi-esp32 An MCP-based chatbot | 一个基于MCP的聊天机器人 MCP server | 33,230 | — | ||
| code-review-graph Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmar MCP server | 32,774 | — | ||
| AIHawk AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions. MCP serverGitHub-verified authorLocal · PyPI | 32,505 | MIT | ||
| Serena MCP: the IDE for your agent A powerful toolkit for coding, providing semantic retrieval and editing capabilities. MCP serverGitHub-verified authorLocal · PyPI | 31,336 | — | ||
| composio Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn inten MCP server | 31,077 | — | ||
| gpt-researcher An autonomous agent that conducts deep research on any data using any LLM providers MCP server | 30,692 | — | ||
| qwen-code An open-source AI coding agent that lives in your terminal. MCP server | 30,367 | — | ||
| io.github.t8y2/dbx Query databases from AI agents using connections configured in DBX. MCP serverGitHub-verified authorLocal · npm | 30,268 | Apache-2.0 | ||
| FastGPT FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retr MCP server | 30,036 | — | ||
| page-agent JavaScript in-page GUI agent. Control web interfaces with natural language. MCP server | 29,690 | — | ||
| mastra Mastra is the modern TypeScript framework for AI-powered applications and agents. MCP server | 29,526 | — | ||
| Repomix Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search MCP serverGitHub-verified authorLocal · npm | 29,256 | MIT | ||
| fastmcp 🚀 The fast, Pythonic way to build MCP servers and clients. MCP server | 28,457 | — | ||
| Chat2DB Chat2DB is a free, cross-platform, local-first database client and SQL workspace for developers, DBAs, analysts, and data teams. Connect to 40+ databa MCP server | 28,362 | — | ||
| AiToEarn Let's use AI to Earn! MCP server | 27,717 | MIT | ||
| OpenSEO Keyword research, site audits, rank tracking and AI visibility for your AI agent. MCP serverVerified domain · everyapp.comRemoteSign-in needed | 27,651 | MIT | ||
| Agent Skills Search Server Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server. MCP serverVerified domain · mcp.com.aiRemoteDown | 27,236 | Apache-2.0 | ||
| haystack Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflow MCP server | 27,008 | — | ||
| kratos Your ultimate Go microservices framework for the cloud-native era. MCP server | 26,029 | — | ||
| SkillSpector Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chai MCP server | 25,921 | Apache-2.0 | ||
| activepieces AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs fo MCP server | 25,534 | — | ||
| Pascal 3D Editor Create, inspect, validate, and save editable 3D building scenes with Pascal's MCP server. MCP serverVerified domain · pascal.appLocal · npm | 25,487 | MIT | ||
| gin-vue-admin 🚀Vite+Vue3+Gin拥有AI辅助的基础开发平台，企业级业务AI+开发解决方案，内置mcp辅助服务，内置skills管理，支持TS和JS混用。它集成了JWT鉴权、权限管理、动态路由、显隐可控组件、分页封装、多点登录拦截、资源权限、上传下载、代码生成器、表单生成器和可配置的导入导出等开发必备功能 MCP server | 25,133 | — | ||
| GenAI_Agents 50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. MCP server | 24,968 | — | ||
| python-sdk The official Python SDK for Model Context Protocol servers and clients MCP server | 24,865 | — | ||
| OpenWork MCP Gateway Your OpenWork org's skills, plugins, workflows, and connections through one OAuth MCP URL. MCP serverVerified domain · openworklabs.comRemoteSign-in needed | 24,503 | — | ||
| agent-desktop Computer use CLI for AI agents MCP server | 23,783 | — | ||
| Oh My Posh Validator Validate oh-my-posh configurations and segment snippets against the official schema. MCP serverVerified domain · ohmyposh.devRemote● Live | 23,752 | MIT | ||
| Skyvern AI-powered browser automation — navigate, click, fill forms, and extract data from any website. MCP serverGitHub-verified authorRemoteSign-in needed | 23,405 | AGPL-3.0 | ||
| akshare AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库 MCP server | 23,341 | — | ||
| n8n-mcp MCP server that lets Claude, ChatGPT, Cursor and other AI assistants operate n8n: debug, edit, validate, test and build workflows on any n8n instance MCP server | 23,255 | — | ||
| MaxKB 🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。 MCP server | 23,157 | — | ||
| screenpipe Search your local screen recordings, audio transcripts, and computer activity from screenpipe. MCP serverGitHub-verified authorLocal · npm | 22,359 | — | ||
| ai-guide 程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP server | 22,104 | — | ||
| agents-towards-production End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment. MCP server | 21,899 | — | ||
| jcode High performance coding agent harness written in Rust, built for heavy multi-agent dev workflows MCP server | 21,776 | — | ||
| Douyin_TikTok_Download_API 🚀 自托管的抖音、TikTok、B 站数据采集与无水印视频下载 API，支持 AI agent 通过 MCP 调用与离线语音转文字，Docker 一键部署。| Self-hosted TikTok, Douyin & Bilibili scraper and no-watermark video d MCP server | 21,403 | — | ||
| openGym Open-source gym & body-weight tracker, now in the App Store (iPhone + Apple Watch) and as an Android APK. Plan routines, log workouts, see which muscl MCP server | 21,384 | — | ||
| excelize Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets MCP server | 21,138 | — | ||
| FunASR Transcribe local audio with FunASR and SenseVoice using private, on-device inference. MCP serverGitHub-verified authorLocal · Docker | 21,010 | MIT | ||
| rocketride-server High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8 MCP server | 20,037 | — | ||
| Keploy End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic. MCP serverGitHub-verified authorRemoteSign-in needed | 19,756 | Apache-2.0 | ||
| Compiler Explorer Compile code with thousands of compilers, inspect the assembly, and share godbolt.org links MCP serverGitHub-verified authorRemote● LiveFree to try | 19,185 | BSD-2-Clause | ||
| Auto-claude-code-research-in-sleep ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experime MCP server | 19,162 | MIT | ||
| browser-harness Let Claude Code, Codex or Cursor use your real Chrome, logged in as you. One prompt to set up. Open source, MIT. MCP server | 19,083 | — | ||
| XERJ The search engine for AI agents: cited answers from your local code, docs, specs and logs. MCP serverGitHub-verified authorLocal · MCPB | 18,982 | Apache-2.0 | ||
| nuclear Streaming music player that finds free music for you MCP server | 18,947 | — | ||
| GitDiagram Architecture diagrams, explanations and Mermaid source for public GitHub repositories. MCP serverVerified domain · gitdiagram.comRemote● LiveFree to try | 18,889 | MIT | ||
| Windmill Run Windmill scripts and flows and manage jobs, schedules, resources and variables. MCP serverGitHub-verified authorRemoteSign-in needed | 18,566 | — | ||
| WeClone Build a portrait of your life. Assistants that know you better. Clones that sound more like you. MCP server | 18,405 | — | ||
| openfang Open-source Agent Operating System MCP server | 18,250 | — | ||
| WrenAI GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into tru MCP server | 18,235 | — | ||
| hydra Internet-scale OpenID Certified™ OpenID Connect and OAuth2.1 provider that integrates with your user management through headless APIs. Solve OIDC/OAut MCP server | 17,664 | — |
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