Categories › Software Development
See all Software Development tools →334 agent tools in this category, ranked by GitHub stars for now. Hands-on test results will replace this ranking as they finish.
The three most-starred tools here. Not tested together yet.
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
npx skills add mattpocock/skills --skill grill-with-docsInvestigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, d
npx skills add mattpocock/skills --skill researchAudit README and PRODUCT docs against recent git history for drift and make minimal PR-ready edits. Use when asked to review docs for accuracy, after major feat
npx skills add paperclipai/paperclip --skill doc-maintenance| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| grill-with-docs A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go. SkillInstall · skills CLI | 323,337 | MIT | ||
| research Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic res SkillInstall · skills CLI | 323,337 | MIT | ||
| doc-maintenance Audit README and PRODUCT docs against recent git history for drift and make minimal PR-ready edits. Use when asked to review docs for accuracy, after SkillInstall · skills CLI | 113,505 | MIT | ||
| doc-maintenance Keep project docs aligned with recent code and feature changes — detect drift, update affected pages, and add release-relevant notes without rewriting SkillInstall · skills CLI | 113,505 | MIT | ||
| eng-runbook An engineering runbook — service overview, alerts table, dashboards links, common procedures with copy-pasteable commands, on-call rotation, and an in SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| api-documentation API documentation workflow for generating OpenAPI specs, creating developer guides, and maintaining comprehensive API documentation. SkillInstall · skills CLI | 49,672 | MIT | ||
| claude-md-improver Audit and improve CLAUDE.md files in repositories. Use when user asks to check, audit, update, improve, or fix CLAUDE.md files. Scans for all CLAUDE.m SkillOfficial · AnthropicInstall · skills CLI | 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 | ||
| architecture-blueprint-generator Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects t SkillInstall · skills CLI | 41,140 | MIT | ||
| breakdown-epic-arch Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document. SkillInstall · skills CLI | 41,140 | MIT | ||
| breakdown-epic-pm Prompt for creating an Epic Product Requirements Document (PRD) for a new epic. This PRD will be used as input for generating a technical architecture SkillInstall · skills CLI | 41,140 | MIT | ||
| breakdown-feature-prd Prompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic. SkillInstall · skills CLI | 41,140 | MIT | ||
| csharp-docs Ensure that C# types are documented with XML comments and follow best practices for documentation. SkillInstall · skills CLI | 41,140 | MIT | ||
| doc-and-modernize Two related workflows for a locally-cloned codebase, in one skill. Documentation mode produces a single, comprehensive, verifiable architecture docume SkillInstall · skills CLI | 41,140 | MIT | ||
| docs-sync-audit Run a read-only documentation drift audit for a feature, PR, branch, release, API, configuration change, workflow, CLI, package, or repository area. U SkillInstall · skills CLI | 41,140 | MIT | ||
| documentation-writer Diátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and s SkillInstall · skills CLI | 41,140 | MIT | ||
| java-docs Ensure that Java types are documented with Javadoc comments and follow best practices for documentation. SkillInstall · skills CLI | 41,140 | MIT | ||
| microsoft-code-reference Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or Micr SkillInstall · skills CLI | 41,140 | MIT | ||
| microsoft-docs Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, an SkillInstall · skills CLI | 41,140 | MIT | ||
| api-documentation-generator Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices SkillInstall · skills CLI | 33,495 | MIT | ||
| docs-search Search auto-generated codebase documentation for function signatures, API docs, class definitions, and code comments. Use when the user asks to "searc SkillInstall · skills CLI | 33,495 | MIT | ||
| openai-docs Use when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date official docume SkillInstall · skills CLI | 28,730 | — | ||
| code-documenter Generates, formats, and validates technical documentation — including docstrings, OpenAPI/Swagger specs, JSDoc annotations, doc portals, and user guid SkillInstall · skills CLI | 12,355 | MIT | ||
| chinese-documentation 中文文档排版参考——中英文空格、全半角标点、术语保留、链接格式、中文文案排版指北约定。仅在用户显式 /chinese-documentation 时调用，不要根据上下文自动触发。 SkillInstall · skills CLI | 8,535 | MIT | ||
| Sui Knowledge Base (kapa.ai) Semantic search across Sui documentation and knowledge sources, powered by kapa.ai MCP serverGitHub-verified authorRemoteSign-in needed | 7,788 | Apache-2.0 | ||
| write Rewrites and polishes Chinese or English prose, technical instructions, and product copy. Use when drafting, editing, localizing, or cutting AI tone. SkillInstall · skills CLI | 7,585 | MIT | ||
| context7-docs-research Resolve the correct library and retrieve a small, relevant set of version-aware official documentation before answering a technical question. SkillInstall · skills CLI | 7,451 | — | ||
| remotion-docs Search Remotion documentation SkillInstall · skills CLI | 6,974 | — | ||
| Claude Code Ultimate Guide Search the Claude Code Ultimate Guide and machine-readable references from any MCP client. MCP serverGitHub-verified authorLocal · npm | 6,426 | CC-BY-SA-4.0 | ||
| Claude Code Explorer MCP Explore the Claude Code CLI source — browse tools, commands, search code, and more. MCP serverGitHub-verified authorLocal · npm | 6,228 | — | ||
| code-documenter Use when adding docstrings, creating API documentation, or building documentation sites. Invoke for OpenAPI/Swagger specs, JSDoc, doc portals, tutoria SkillInstall · skills CLI | 4,708 | MIT | ||
| dev-guide-generator Generates complete technical tutorials from prerequisites and environment setup to core steps, troubleshooting, and a final cheatsheet. Trigger on req SkillInstall · skills CLI | 4,708 | MIT | ||
| route-to-openapi Generates RESTful API documentation (OpenAPI 3.0 / Swagger spec) by scanning route definitions in code for Flask, FastAPI, Express, Gin, and other fra SkillInstall · skills CLI | 4,708 | MIT | ||
| read-all-adrs Read every ADR markdown file in the project's docs/adr/ folder so you have full context on past decisions. Use only when the user explicitly calls it. SkillInstall · skills CLI | 4,309 | MIT | ||
| nia-docs Search library documentation and code examples via Nia SkillInstall · skills CLI | 3,949 | MIT | ||
| research-agent Research agent for external documentation, best practices, and library APIs via MCP tools SkillInstall · skills CLI | 3,949 | MIT | ||
| golang-swagger Golang OpenAPI/Swagger documentation with swaggo/swag — annotation comments (@Summary, @Param, @Success, @Router, @Security), swag init code generatio SkillInstall · skills CLI | 3,848 | MIT | ||
| docs-review Review documentation changes for compliance with the Metabase writing style guide. Use when reviewing pull requests, files, or diffs containing docume SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| docs-write Write documentation following Metabase's conversational, clear, and user-focused style. Use when creating or editing documentation files (markdown, MD SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| documentation-lookup Use when the user needs current library, framework, or API documentation and version-specific code examples. SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| openai-knowledge Compatibility alias for OpenAI platform documentation guidance. Delegate to the canonical local `openai-docs` payload while preserving route compatibi SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| tracedocs Turn any codebase into evidence-grounded Markdown docs plus a machine-readable index.json. Every claim cites its source; never invents deployment step SkillInstall · skills CLI | 3,743 | MIT | ||
| check-links Runs the link checker on a folder and explains each broken link it finds, with the file, the line and a likely fix. Use when someone asks to check lin SkillInstall · skills CLI | 3,699 | — | ||
| sync-specs Use when code changes may have made documentation outdated, when reviewing docs for consistency, or when the user asks to sync or audit documentation. SkillInstall · skills CLI | 3,296 | MIT | ||
| codegen-doc 基于当前项目/代码生成各类文档，支持论文章节、项目梳理、重点问题、简历项目描述四种类型。当用户提到生成论文章节、项目梳理、技术难点、简历项目描述时使用。要给新同事看的上手文档（新人文档、架构文档、代码导读、onboarding）用 project-docs。 SkillInstall · skills CLI | 3,174 | Apache-2.0 | ||
| project-docs 对任意代码项目生成一套面向新人的循序渐进文档集，输出到 docs/ 目录。含架构、设计思想、语言特性、代码导读、运行时模型、构建、对接、调试、设计规范共 9 篇，支持全部生成 / 只写几篇 / 更新已有文档。当用户提到"生成项目文档"、"新人文档"、"上手文档"、"架构文档"、"代码导读"、"项目理 SkillInstall · skills CLI | 3,174 | Apache-2.0 | ||
| atlas Knowledge engineer — architecture docs, ADRs, diagrams, changelogs, onboarding, and reports. SkillInstall · skills CLI | 2,919 | MIT | ||
| atlas-adr Write an Architecture Decision Record — document what was decided, why, what alternatives were considered, and what trade-offs were accepted. Use when SkillInstall · skills CLI | 2,919 | MIT | ||
| technical-documentation Audit, write, and improve developer documentation using Google''s Developer Documentation Style Guide and Technical Writing courses. Use this skill fo SkillInstall · skills CLI | 2,692 | MIT | ||
| crafting-effective-readmes Use when writing or improving README files. Not all READMEs are the same — provides templates and guidance matched to your audience and project type. SkillInstall · skills CLI | 2,679 | MIT | ||
| gentle-ai-cognitive-doc-design Design docs that reduce cognitive load. Trigger: writing guides, READMEs, RFCs, onboarding, architecture, or review-facing docs. SkillInstall · skills CLI | 2,585 | MIT | ||
| docs-seeker Searching internet for technical documentation using llms.txt standard, GitHub repositories via Repomix, and parallel exploration. Use when user needs SkillInstall · skills CLI | 2,244 | — | ||
| Technical Documentation Engine Complete technical documentation system — from planning through maintenance. Covers READMEs, API docs, guides, architecture docs, runbooks, and develo SkillInstall · skills CLI | 2,192 | MIT | ||
| api-documenter Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and bu SkillInstall · skills CLI | 2,009 | MIT | ||
| code-documentation-code-explain Explain complex code through clear narratives, visual diagrams, and step-by-step breakdowns that make difficult concepts understandable. Use when some SkillInstall · skills CLI | 2,009 | MIT | ||
| code-documentation-doc-generate Generate API docs, architecture diagrams, user guides, and technical references from code, keeping documentation comprehensive and maintainable. Use w SkillInstall · skills CLI | 2,009 | MIT | ||
| reference-builder Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable refere SkillInstall · skills CLI | 2,009 | MIT | ||
| microsoft-docs Access official Microsoft documentation, API references, and code samples for Azure, .NET, Windows, and more. PluginAnthropic marketplace | 1,986 | CC-BY-4.0 | ||
| documentation Creates, structures, and reviews technical documentation following the Diátaxis framework (tutorials, how-to guides, reference, and explanation pages) SkillInstall · skills CLI | 1,971 | MIT | ||
| dsh-doc 创建或维护工程文档、设计决策、事故复盘、归档提案或产品迁移指南时使用，保留事实依据、实际备选方案和准确状态。 SkillInstall · skills CLI | 1,872 | MIT | ||
| docs-guard Review generated or changed documentation before it ships — READMEs, API references, docstrings, PHPDoc/JSDoc, changelogs, tutorials, and doc sites. B SkillInstall · skills CLI | 1,315 | MIT | ||
| ai.smithery/ref-tools-ref-tools-mcp Provide your AI coding tools with token-efficient access to up-to-date technical documentation for… MCP serverBulk publisher · 213 entriesVerified domain · smithery.aiRemoteSign-in needed | 1,186 | MIT | ||
| io.github.ref-tools/ref-tools-mcp Token efficient search for coding agents over public and private documentation. MCP serverGitHub-verified authorLocal · npm | 1,186 | MIT | ||
| tools.ref/ref-tools-mcp Token-efficient search for coding agents over public and private documentation. MCP serverVerified domain · ref.toolsRemoteSign-in needed | 1,186 | MIT | ||
| api-conventions API design patterns and conventions for this project. Covers RESTful URL naming, response format standards, error handling, and authentication require SkillInstall · skills CLI | 1,156 | — | ||
| api-documenting Generate API documentation from code. Use when the user wants to document APIs, create API reference, generate endpoint documentation, or needs help w SkillInstall · skills CLI | 1,156 | — | ||
| code-documentation Writing effective code documentation - API docs, README files, inline comments, and technical guides. Use for documenting codebases, APIs, or writing SkillInstall · skills CLI | 1,156 | MIT | ||
| doc-writing Generate API documentation from a route manifest. Use when you have a list of discovered routes and need to produce markdown documentation. SkillInstall · skills CLI | 1,156 | — | ||
| quality-checking Validate API documentation against quality standards. Use when you need to verify generated docs are complete and correct. SkillInstall · skills CLI | 1,156 | — | ||
| openai-docs-skill Query the OpenAI developer documentation via the OpenAI Docs MCP server using CLI (curl/jq). Use whenever a task involves the OpenAI API (Responses, C SkillInstall · skills CLI | 1,041 | — | ||
| zh-docgen 中文文档生成器 - 从代码库自动生成中文技术文档 SkillInstall · skills CLI | 909 | MIT | ||
| docs-update Update user-facing documentation when code changes. Use when asked to update docs, review docs, handle documentation changes, run scheduled documentat SkillInstall · skills CLI | 825 | MIT | ||
| slack-qa-investigate Investigate and answer repository questions in read-only mode. Use when asked for research-backed answers that require codebase and documentation inve SkillInstall · skills CLI | 825 | MIT | ||
| llm-wiki Build and maintain a structured LLM-generated wiki for any codebase. Use when the user asks to analyze/understand/document a codebase, build a code wi SkillInstall · skills CLI | 737 | MIT | ||
| codebase-documenter Generates comprehensive documentation explaining how a codebase works, including architecture, key components, data flow, and development guidelines. SkillInstall · skills CLI | 695 | Apache-2.0 | ||
| technical-doc-creator Create HTML technical documentation with code blocks, API workflows, system architecture diagrams, and syntax highlighting. Use when users request tec SkillInstall · skills CLI | 695 | Apache-2.0 | ||
| prd-generator Generates professional PRD (Product Requirements Document) files optimized for AI coding tools. Takes a rough product idea, asks clarifying questions, SkillInstall · skills CLI | 678 | MIT | ||
| api-doc-generator Generate API documentation from source code, supporting REST APIs, GraphQL, and various documentation formats. SkillInstall · skills CLI | 669 | CC0-1.0 | ||
| Farm.js Docs Search and read the Farm.js docs: pages, sections, code examples and config options. MCP serverVerified domain · farmjs.devRemote● LiveFree to try | 659 | MIT | ||
| dart-use-doc-examples How to inject external code examples into Dartdoc using the {@example} directive, and how to filter those files using #hide, #region, and #endregion t SkillInstall · skills CLI | 552 | BSD-3-Clause | ||
| dart-write-documentation Rules and formatting guidelines for writing Dart /// API documentation and doc comments. Use when documenting Dart code, writing doc comments for any SkillInstall · skills CLI | 552 | BSD-3-Clause | ||
| api-docs-writer Write reference documentation for an HTTP endpoint from its handler code: parameters, responses, errors. SkillInstall · skills CLI | 502 | MIT | ||
| Sosumi Search and read Apple developer documentation, HIG, and WWDC transcripts as Markdown. MCP serverVerified domain · sosumi.aiRemote● LiveFree to try | 490 | MIT | ||
| repo-docs Build and maintain a Markdown guide that helps humans understand a repository through real behavior, concepts, and evidence. Use when a user asks to u SkillInstall · skills CLI | 426 | — | ||
| repo-docs-zh Generate and maintain repo-docs with Chinese as the primary reader language while preserving source identifiers for lookup. Use when the user asks for SkillInstall · skills CLI | 426 | — | ||
| land-section-entries Classify and format resources from temp.md into temp_entries.md; insert staged entries into section/*.md only on explicit request. Use for staging or SkillInstall · skills CLI | 422 | — | ||
| zh-tech-writing 中文技术文档写作规范。写或修改中文技术文档、开发文档（README、设计文档、接口说明、教程）时使用。 SkillInstall · skills CLI | 419 | MIT | ||
| Proa documentation Search and read official Proa Rust framework documentation. Public, read-only, no credentials. MCP serverGitHub-verified authorRemote● LiveFree to try | 389 | Apache-2.0 | ||
| domain-modeling Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a CONTEXT.md, or recording or editing an ADR. SkillInstall · skills CLI | 326 | MIT | ||
| codely-doc-create Create new documentation based on the current conversation context. SkillInstall · skills CLI | 316 | — | ||
| OrchestKit Docs MCP Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth. MCP serverGitHub-verified authorLocal · Docker | 302 | MIT | ||
| build-project-docs 为项目构建分层式LLM友好文档体系。已有项目：扫描项目结构→架构分类→生成CLAUDE.md主索引→基础模块文档→业务模块API/数据模型/坑点文档→配置文档→git变更日志(含风险评估+回滚指南)→交叉验证。新项目：解析PRD→按脚手架规范设计架构→需求拆解为开发任务→融合代码规范生成CLAUDE SkillInstall · skills CLI | 300 | — | ||
| read-docs Read current official documentation, release notes and API references for libraries, frameworks, SDKs and APIs. Use before answering when the user nam SkillInstall · skills CLI | 259 | MIT | ||
| io.github.marianfoo/mcp-sap-docs Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search MCP serverGitHub-verified authorLocal · npm | 252 | Apache-2.0 | ||
| coralogix-docs Search and read official Coralogix platform documentation using **`cx docs search`** and **`cx docs fetch`**. Use when the user asks how Coralogix fea SkillInstall · skills CLI | 243 | Apache-2.0 | ||
| codexqa-code-wiki Builds a local architecture wiki for a repository from the CodexQA symbol graph (no model needed): modules, who calls whom and how often, reading path SkillInstall · skills CLI | 238 | Apache-2.0 | ||
| codexqa-requirement-analyzer Full quality-and-risk analysis of requirement documents (single- or multi-source), producing one gap/conflict register with executable P0/P1 verificat SkillInstall · skills CLI | 238 | Apache-2.0 | ||
| Skywork Document STRONGLY RECOMMENDED for ANY task that could result in a document output. The Skywork Office Doc API is a powerful document creation engine capable of SkillInstall · skills CLI | 207 | MIT | ||
| simplified-technical-english Writes and rewrites technical text in Simplified Technical English (ASD-STE100), a controlled language for clear technical documentation. Use when the SkillInstall · skills CLI | 206 | — | ||
| io.github.Kapeli/dash-mcp-server MCP server for Dash, the macOS API documentation browser. Search 200+ docsets. MCP serverGitHub-verified authorLocal · PyPI | 190 | MIT | ||
| project-spec-writer Write comprehensive XML-structured project specifications (build plans / PRDs) for software projects. Use when a user wants to create a build plan, pr SkillInstall · skills CLI | 163 | — | ||
| blueprinter Generate technical diagrams using HTML/CSS in Flat Engineering Blueprint style. Use when the user wants to create architecture diagrams, system diagra SkillInstall · skills CLI | 155 | — | ||
| ryux-prose Writing or revising this repo's public-facing text — the README, PR titles and bodies, benchmark docs, release notes, the GitHub description, replies SkillInstall · skills CLI | 152 | MIT | ||
| io.github.gaopengbin/cesium-mcp-dev CesiumJS API docs, code generation and development tools for IDE AI assistants. MCP serverGitHub-verified authorLocal · npm | 151 | MIT | ||
| export-ml-project Coordinate executed notebooks and an offline MkDocs documentation site. Trigger on a generic "export" request, or to flip the notebooks/site gates aft SkillInstall · skills CLI | 145 | BSD-3-Clause | ||
| export-ml-site Package workspace markdown and existing notebook HTML into an offline MkDocs site. Embeds existing notebook HTML companions in their associated report SkillInstall · skills CLI | 145 | BSD-3-Clause | ||
| unity-docs Resolve Unity signatures, deprecations, package APIs and behavior using local evidence and official docs. SkillInstall · skills CLI | 140 | — | ||
| spring-planning Create structured implementation plan in docs/plans/ SkillInstall · skills CLI | 138 | — | ||
| docs-sync Use when the user asks to update documentation after code or configuration changes, audit documentation drift, or prepare README, API, runbook, or rel SkillInstall · skills CLI | 132 | MIT | ||
| google-adk-python Expert guidance on the Google Agent Development Kit (ADK) for Python. Use this skill when the user asks about building agents, using tools, streaming, SkillInstall · skills CLI | 129 | MIT | ||
| google-developer-knowledge Search and retrieve Google's developer documentation using the Developer Knowledge API. Query documentation chunks, get full document content, or batc SkillInstall · skills CLI | 129 | MIT | ||
| WTFM Your coding agent writes the user docs from your codebase, screenshots included. MCP serverGitHub-verified authorLocal · npm | 126 | Apache-2.0 | ||
| ask Answer questions about code, architecture, and technical decisions — no implementation. Trigger on questions asking 'why', 'what does this do', 'what SkillInstall · skills CLI | 125 | MIT | ||
| docs-seeker Fetch up-to-date documentation for any library, framework, API, or service into context. Use when the user wants to look up API references, check func SkillInstall · skills CLI | 125 | MIT | ||
| api-docs OpenAPI documentation and REST API design patterns SkillInstall · skills CLI | 120 | MIT | ||
| aai-confluence Use aai-cli to inspect and manage Confluence spaces, pages, comments, attachments, and page moves. SkillInstall · skills CLI | 111 | Apache-2.0 | ||
| organize Audit project structure and documentation, align names and layout to conventions, remove or archive superseded content, and refine READMEs and CLAUDE. SkillInstall · skills CLI | 109 | MIT | ||
| pracht dev-mcp Inspect, verify, diff, and scaffold a pracht app's routes, API, and capabilities from its app graph. MCP serverGitHub-verified authorLocal · npm | 108 | MIT | ||
| pracht docs Search and read the pracht framework documentation: guides, recipes, and API reference. MCP serverGitHub-verified authorRemote● LiveFree to try | 108 | MIT | ||
| backend-api-brief Turn plain-language business requirements into two beginner-friendly backend planning documents: a developer-facing backend handoff and a plain-langua SkillInstall · skills CLI | 105 | — | ||
| engineering-docs 写、改、评审研发技术文档（技术方案、系统设计、RFC、ADR、重构与迁移方案、设计评审），产出主次分明、结论先行、表格列表为主、不写大段文字的正文；以及在技术文档里画、改、重画任何工程图（架构、上下文/容器/组件/部署、流程、泳道、时序、状态、数据流、ER、前后对照、里程碑），新图优先桥接随包 Ar SkillInstall · skills CLI | 102 | MIT | ||
| Unreal Engine API Documentation Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes. MCP serverGitHub-verified authorLocal · PyPI | 99 | MIT | ||
| Unity API Documentation Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures. MCP serverGitHub-verified authorLocal · PyPI | 66 | MIT | ||
| io.github.mapbox/mcp-devkit-server Provides AI assistants with direct access to Mapbox developer APIs and documentation. MCP serverGitHub-verified authorLocal · npm | 62 | MIT | ||
| io.github.Epochal-dev/open-notebook MCP server that wraps the Open Notebook API MCP serverGitHub-verified authorLocal · PyPI | 50 | MIT | ||
| Qiskit Documentation MCP Server MCP server for querying and retrieving Qiskit documentation, guides, and API references MCP serverGitHub-verified authorLocal · PyPI | 46 | Apache-2.0 | ||
| io.github.christian289/wpf-dev-pack-mcp Serves WPF Dev Pack knowledge topics to AI agents from a local repo clone. MCP serverGitHub-verified authorLocal · NuGet | 41 | MIT | ||
| io.github.KallistoX/mcp-unifi-applications Queryable UniFi API docs: endpoint search, schemas, code examples. No controller access. MCP serverGitHub-verified authorLocal · PyPI | 40 | MIT | ||
| Ferritin — Rust documentation Search and read Rust documentation for the standard library and any crate on crates.io MCP serverVerified domain · ferritin.rsRemote● LiveFree to try | 39 | Apache-2.0 | ||
| Laravel MCP Companion Laravel documentation aggregator: multi-version core docs, services, packages, learning paths. MCP serverGitHub-verified authorLocal · Docker | 38 | MIT | ||
| Stack Overflow MCP Server Access Stack Overflow's trusted and verified technical questions and answers. MCP serverVerified domain · mcp.stackoverflow.comRemoteSign-in needed | 27 | — | ||
| io.github.Codeturion/codesurface Indexes your codebase's public API and serves it via compact MCP tool responses. MCP serverGitHub-verified authorLocal · PyPI | 21 | MIT | ||
| StitchAPI Docs Search and read the StitchAPI docs: search_docs finds relevant sections, get_doc reads a page. MCP serverVerified domain · stitchapi.devLocal · npm | 21 | Apache-2.0 | ||
| CodeWiki MCP — AI-generated docs for GitHub repos MCP server for codewiki.google: search repos, fetch wiki docs, ask questions MCP serverGitHub-verified authorLocal · npm | 19 | MIT | ||
| CleanSlice Architecture docs and patterns for NestJS + Nuxt full-stack apps MCP serverGitHub-verified authorRemote● LiveFree to try | 18 | MIT | ||
| Bevy Manual MCP Version-accurate Bevy API docs, Book, migration guides and examples for AI agents. MCP serverGitHub-verified authorLocal · Cargo | 17 | MIT | ||
| io.github.bekirdag/docdex Fast per-repo documentation indexer and full-text search MCP server for codebases. MCP serverGitHub-verified authorLocal · npm | 16 | MIT | ||
| io.github.madhan-g-p/devdocs-mcp Local DevDocs MCP Server (Developer Docs with project specific context awareness) MCP serverGitHub-verified authorLocal · npm | 14 | — | ||
| HackTricks MCP Server Search and query HackTricks pentesting documentation with quick lookup and section extraction MCP serverGitHub-verified authorLocal · npm | 11 | MIT | ||
| Total CMS Total CMS docs, guides and CMS comparisons: Twig, field types, schemas, CLI, REST API and releases. MCP serverVerified domain · totalcms.coRemote● LiveFree to try | 10 | — | ||
| amCharts 5 On-demand access to amCharts 5 docs, code examples, and API reference MCP serverGitHub-verified authorLocal · npm | 9 | MIT | ||
| Python Docs MCP Server The canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal. MCP serverGitHub-verified authorLocal · PyPI | 9 | MIT | ||
| io.github.ofershap/markdown Markdown MCP — search, extract sections, list headings, find code blocks. MCP serverGitHub-verified authorLocal · npm | 8 | MIT | ||
| io.github.rmterenzi/qseow-mcp Agent tools for Qlik Sense Enterprise on Windows: troubleshoot, govern, query and build. MCP serverGitHub-verified authorLocal · npm | 8 | Apache-2.0 | ||
| MTA:SA Documentation MCP Server MCP server for MTA:SA documentation with intelligent search and caching MCP serverGitHub-verified authorLocal · npm | 8 | GPL-3.0 | ||
| A2UI Atomic Catalog docs Search the A2UI Atomic Catalog's own docs: auth, versioning, pricing, API surface. MCP serverVerified domain · a2uicatalog.aiRemote● LiveFree to try | 7 | MIT | ||
| Dodo Payments Docs Semantic search over the current Dodo Payments documentation. No authentication required. MCP serverGitHub-verified authorRemote● LiveFree to try | 7 | MIT | ||
| io.github.rm-rf-prod/groundtruth Live docs MCP server. 793+ libraries, evidence-verified answers, code audit, snippets, dispatch. MCP serverGitHub-verified authorLocal · npm | 7 | — | ||
| Nifra docs Nifra docs, runnable examples, and API types as an MCP server for any AI assistant. MCP serverGitHub-verified authorRemote● Live | 6 | MIT | ||
| io.github.jaysonmulwa/flanner Keeps AI coding agents' plan and design markdown managed and versioned, for Claude Code and Codex. MCP serverGitHub-verified authorLocal · PyPI | 5 | MIT | ||
| pinright Version-accurate library docs for coding agents, with a supply-chain check of each dependency. MCP serverGitHub-verified authorLocal · npm | 5 | MIT | ||
| ch.martinelli/jooq-mcp An MCP server that provides access to the jOOQ documentation MCP serverVerified domain · martinelli.chRemoteDown | 4 | Apache-2.0 | ||
| io.github.rubato103/kci-openapi-mcp KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH MCP serverGitHub-verified authorLocal · MCPB | 4 | MIT | ||
| io.github.rubatoyd/kci-openapi-mcp KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH MCP serverGitHub-verified authorLocal · MCPB | 4 | MIT | ||
| io.github.tixuz/openemis Read-only MCP server for OpenEMIS — free open-source school management system. 675 resources. MCP serverGitHub-verified authorLocal · npm | 4 | — | ||
| Lucid Lucid’s connector creates diagrams, searches, edits, shares, and retrieves docs to summarize. MCP serverVerified domain · mcp.lucid.appRemoteSign-in needed | 4 | — | ||
| Octri API Docs Search an Octri project's API docs and call its endpoints as tools, shaped by its SDK Studio config. MCP serverVerified domain · octri.devLocal · npm | 4 | MIT | ||
| redm-mcp RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, oxmysql. MCP serverGitHub-verified authorRemoteSign-in needed | 4 | — | ||
| BlockVectra Docs: Robinhood Chain & EVM Search and read Robinhood Chain and EVM RPC/API docs. No account, API key or local install. MCP serverVerified domain · blockvectra.comRemote● LiveFree to try | 3 | MIT | ||
| FlutterSDK Docs Search Wind UI, Magic, Dusk, Telescope and Artisan documentation. Hosted, public, no auth. MCP serverGitHub-verified authorLocal · npm | 3 | MIT | ||
| io.github.jztan/qt4-doc-mcp-server Offline MCP server for local Qt 4.8, Qt 5, and Qt 6 documentation with full-text search. MCP serverGitHub-verified authorLocal · PyPI | 3 | MIT | ||
| io.github.ozanmutlu/gitlab-docs Search and browse 2,900+ official GitLab documentation pages via MCP MCP serverGitHub-verified authorLocal · npm | 3 | MIT | ||
| JMeter Docs Apache JMeter community documentation, conversion tools, linters, and calculators for AI agents. MCP serverGitHub-verified authorRemote● Live | 3 | Apache-2.0 | ||
| Octri CLI Push OpenAPI specs, build SDKs in ten languages, publish API docs, and triage production SDK errors. MCP serverVerified domain · octri.devLocal · npm | 3 | MIT | ||
| Pipe Docs (SPR) MCP Server Docs + source RAG for Pipe language: semantic search, cited answers, code symbol lookup. MCP serverGitHub-verified authorLocal · MCPB | 3 | MIT | ||
| Agent Docs Search the official docs of Claude Code, Cursor, OpenAI Codex and MCP, refreshed daily. MCP serverGitHub-verified authorRemote● LiveAPI key needed | 2 | MIT | ||
| Branch Docs Access and search Branch's official API documentation directly within any AI agent or client. MCP serverGitHub-verified authorRemote● LiveFree to try | 2 | — | ||
| io.github.barateza/mcp-plesk-dev-docs An MCP server that indexes and retrieves Plesk documentation. MCP serverGitHub-verified authorLocal · PyPI | 2 | MIT | ||
| io.github.praveenc/mcp-docs-server MCP server for searching MCP protocol documentation MCP serverGitHub-verified authorLocal · npm | 2 | — | ||
| io.github.zachhannum/obelisk Comment on a passage of an Obsidian note, and propose suggested edits. MCP serverGitHub-verified authorLocal · npm | 2 | MIT | ||
| AGILEX Docs Official AGILEX robotics product docs: manuals, CAN protocol, firmware, FAQ. Read-only. MCP serverVerified domain · service.agilex.aiRemote● LiveFree to try | 1 | MIT | ||
| AI Developer Toolkit documentation Search and read guides on Claude Code, Codex and Cursor, in English and Polish. MCP serverGitHub-verified authorRemote● LiveFree to try | 1 | — | ||
| Autodesk Product Help MCP Read official Autodesk documentation for 110+ products. No key required. MCP serverVerified domain · api.aps.autodesk.comRemote● LiveFree to try | 1 | — | ||
| DESIGN.md Linter & Extractor Lint and diff DESIGN.md files with the official Google linter, or write one from a web page. MCP serverVerified domain · openkrill.appRemote● Live | 1 | MIT | ||
| Docsy Read versioned developer documentation with original source links using five public MCP tools. MCP serverGitHub-verified authorRemoteSign-in needed | 1 | MIT | ||
| Druxt docs Search and read the Druxt documentation and API reference. MCP serverVerified domain · druxtjs.orgRemote● LiveFree to try | 1 | MIT | ||
| GitLab Documentation MCP Server Searchable access to GitLab documentation from multiple repositories with full-text search. MCP serverGitHub-verified authorLocal · Docker | 1 | MIT | ||
| IMAGIN.studio API Docs Give your AI coding assistant direct access to the IMAGIN.studio vehicle imagery API docs. MCP serverGitHub-verified authorLocal · PyPI | 1 | Apache-2.0 | ||
| io.github.mapbox/mcp-docs-server AI access to Mapbox docs, API references, style specs, and guides. No token required. MCP serverGitHub-verified authorLocal · npm | 1 | MIT | ||
| io.github.MUSE-CODE-SPACE/vibe-coding Auto-document vibe coding sessions - collect, summarize, and publish MCP serverGitHub-verified authorLocal · npm | 1 | MIT | ||
| io.github.nvlang/verso MCP server to read Verso-generated documentation sites (e.g., the Lean Language Reference). MCP serverGitHub-verified authorLocal · PyPI | 1 | Apache-2.0 | ||
| io.github.RoleModel/optics-mcp MCP Server for Optics Design System documentation and token usage. MCP serverGitHub-verified authorLocal · npm | 1 | MIT | ||
| io.github.rubato103/nl-openapi-mcp National Library of Korea Seoji OpenAPI search via REST API and local metadata harvesting MCP serverGitHub-verified authorLocal · MCPB | 1 | MIT | ||
| livewiki A repository wiki of Markdown pages anchored to real code: read, search, and verified writes. MCP serverGitHub-verified authorLocal · npm | 1 | MIT | ||
| lockdocs Exact-version library docs from your lockfile — local, offline, no rate limits. MCP serverGitHub-verified authorLocal · npm | 1 | MIT | ||
| Microtoll Engine Microtoll Engine in your coding tool: docs search and a scaffold for end-to-end-encrypted apps. MCP serverGitHub-verified authorLocal · npm | 1 | — | ||
| POEditor Official MCP server for POEditor, the translation management system. Hosted, OAuth 2.1. MCP serverGitHub-verified authorRemoteSign-in needed | 1 | MIT | ||
| Redocly Search and read the Redocly product docs, guides and blog on redocly.com, and report a wrong page. MCP serverVerified domain · redocly.comRemote● Live | 1 | MIT | ||
| Tauri Documentation MCP Read-only MCP server for official Tauri 2 documentation snapshots. MCP serverGitHub-verified authorLocal · npm | 1 | MIT | ||
| 4chems Platform — IUCLID, CHESAR & QSAR Toolbox hosting Remote MCP server for 4chems hosted IUCLID, CHESAR and QSAR Toolbox: onboarding, inquiries, admin. MCP serverVerified domain · 4chems.comRemoteDown | 0 | — | ||
| ADITUS Developer Portal MCP Read-only docs for the ADITUS event-technology APIs (ticketing, access, BI) and Shop Micro Frontend. MCP serverVerified domain · developers.aditus.comRemote● LiveFree to try | — | — | ||
| Adobe Commerce MCP Offline Adobe Commerce PHP docs, config files, bin/magento CLI, Web API and module scaffolding MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| agent-manager.dev documentation Docs for agent-manager, the terminal UI that runs AI coding agents as live tmux sessions. MCP serverVerified domain · agent-manager.devRemote● LiveFree to try | — | — | ||
| AgentDiet Automated /llms.txt & Agent Documentation Context Compiler Crawls any documentation or SaaS site and compiles a standards-compliant /llms.txt manifest and J. MCP serverVerified domain · agentdiet.devRemote● Live | 0 | MIT | ||
| agentdocs Fresh, source-verified docs for building MCP servers and Claude agents, for AI coding agents. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| AgentVera Board Shared notice board for coding agents: notes, decisions, todos across Claude Code, Codex and more MCP serverVerified domain · agentvera.devLocal · npm | 0 | MIT | ||
| ai.docuwriter/docuwriter Generate and review codebase docs. 77 tools; scoped, credit-approved repository reviews. MCP serverVerified domain · docuwriter.aiRemoteSign-in needed | 0 | MIT | ||
| ai.smithery/ProfessionalWiki-mediawiki-mcp-server Enable Large Language Model clients to interact seamlessly with any MediaWiki wiki. Perform action… MCP serverBulk publisher · 213 entriesVerified domain · smithery.aiRemoteDown | — | — | ||
| ai.smithery/renCosta2025-context7fork Get up-to-date, version-specific documentation and code examples from official sources directly in… MCP serverBulk publisher · 213 entriesVerified domain · smithery.aiRemoteDown | 0 | MIT | ||
| Ankra Docs Search the Ankra documentation: clusters, stacks, GitOps, CI/CD and the CLI. No account needed. MCP serverVerified domain · ankra.aiRemote● LiveFree to try | 0 | Apache-2.0 | ||
| API operation Read one operation from a public OpenAPI document: method, path, and required fields. MCP serverGitHub-verified authorRemoteDown | 0 | — | ||
| ArcadeOps Public Discovery Read-only ArcadeOps discovery for developer docs, OAuth, OpenAPI and synthetic sandbox. MCP serverGitHub-verified authorRemote● LiveFree to try | — | — | ||
| Arcdeck Create consulting-style presentation decks (editable PowerPoint) from a topic or notes. MCP serverVerified domain · arcdeck.aiRemoteSign-in needed | — | — | ||
| Atlantic Agentic Labs Search and read the public LightHouse™ documentation and Atlantic's published items. MCP serverVerified domain · atlanticagenticlabs.comRemote● LiveFree to try | — | — | ||
| BANKSapi Docs Search and read the BANKSapi developer docs and OpenAPI specs for Open Banking integrations. MCP serverVerified domain · banksapi.ioRemote● LiveFree to try | — | — | ||
| BlockRazor Docs Search official BlockRazor docs and API references for sending and receiving transactions faster. MCP serverVerified domain · blockrazor.ioRemote● LiveFree to try | — | — | ||
| Bolt Claw documentation Search and read the Bolt Claw API documentation. Read-only, and no key needed. MCP serverVerified domain · boltclaw.aiRemote● Live | — | — | ||
| ByJG Open Source Docs Search the ByJG open source documentation: PHP, DevOps, Helm, JavaScript and AI projects. MCP serverVerified domain · byjg.comRemote● LiveFree to try | 0 | — | ||
| Candor UI docs Candor UI docs and component suggestions. Read-only, no key, never serves paid source. MCP serverVerified domain · themethodic.comRemote● LiveFree to try | 0 | MIT | ||
| Canopy documentation Answers questions about the Canopy dashboards and API from the published docs. No sign-in. MCP serverVerified domain · canopy-io.comRemote● LiveFree to try | — | — | ||
| Celo Docs Search and read the Celo developer documentation MCP serverVerified domain · celo.orgRemote● LiveFree to try | — | — | ||
| Cerebrium Docs Search the Cerebrium docs: deployment, cerebrium.toml, hardware, endpoints. Also sends feedback. MCP serverVerified domain · cerebrium.aiRemote● LiveFree to try | 0 | MIT | ||
| Claister Your accounting firm's tasks, documents and deadlines in AI apps; you confirm changes in Claister. MCP serverVerified domain · claister.comRemoteSign-in needed | — | — | ||
| Claspine Claspine docs, API reference and code checks for AI agents: guides, recipes, errors, upgrades. MCP serverVerified domain · claspine.comLocal · npm | — | — | ||
| Claude Platform Docs Search and read the Claude Platform documentation and API reference. MCP serverVerified domain · platform.claude.comRemote● LiveFree to try | — | — | ||
| Clerk Access Clerk authentication docs, SDK snippets, and quickstart guides MCP serverGitHub-verified authorRemoteSign-in needed | — | — | ||
| com.aiengineerprofessional/engineerpro-library Read-only EngineerPro engineering library (118 book profiles) and software-engineering tools. MCP serverVerified domain · aiengineerprofessional.comRemote● LiveFree to try | — | — | ||
| com.googleapis.developerknowledge/mcp Provides access to Google's public developer documentation. MCP serverVerified domain · developerknowledge.googleapis.comRemote● LiveAPI key needed | — | — | ||
| com.medusajs/medusa-mcp Retrieve information from the Medusa documentation to assist you with your Medusa development. MCP serverVerified domain · medusajs.comRemoteSign-in needed | — | — | ||
| com.merchinary/docs Search how-to docs for Merchinary's Shopify Bulk Product Editor and Image Editor apps. MCP serverVerified domain · merchinary.comLocal · npm | — | — | ||
| com.moosejudge/castor-mcp Castor for Confluence Data Center — MCP server bridging Confluence DC with AI agents MCP serverVerified domain · moosejudge.comLocal · npm | — | — | ||
| com.ntop/docs Search and query nTop's knowledge base and engineering guides from AI applications. MCP serverVerified domain · ntop.comRemote● LiveFree to try | — | — | ||
| com.politicalcomms/docs Political Comms documentation MCP server: search docs, query the docs filesystem. No auth. MCP serverVerified domain · politicalcomms.comRemote● LiveFree to try | — | — | ||
| com.redpanda/docs-mcp Get authoritative answers about Redpanda documentation and search API references. MCP serverVerified domain · redpanda.comRemote● LiveFree to try | — | — | ||
| com.silicann/spektralwerk-docs Documentation for the Spektralwerk spectrometer SCPI API as a streamable HTTP MCP Server MCP serverVerified domain · silicann.comRemoteDown | — | — | ||
| com.stimulsoft/docs Stimulsoft Reports & Dashboards docs MCP server. Semantic search for all platforms. MCP serverVerified domain · stimulsoft.comRemote● LiveFree to try | — | — | ||
| com.vaadin/docs-mcp Provides Vaadin Documentation and help with development tasks MCP serverVerified domain · vaadin.comRemoteDown | — | — | ||
| com.writulos/scribe Generate clean markdown documentation for your code — one file, or up to 20 in one batch. MCP serverVerified domain · writulos.comLocal · npm | 0 | MIT | ||
| Communicate Developer Docs Read-only access to Communicate developer guides, OpenAPI summaries, and support contact. MCP serverGitHub-verified authorRemote● LiveAPI key needed | — | — | ||
| DarkFunnels documentation Search and read the DarkFunnels docs: WhatsApp AI sales agents connected by QR, no Meta Cloud API. MCP serverVerified domain · darkfunnels.aiRemote● LiveFree to try | 0 | — | ||
| dev.stepcode/stepcode Read-only MCP access to stepcode.dev's how-to corpus: analysis pages by tool. MCP serverVerified domain · stepcode.devRemote● LiveAPI key needed | — | — | ||
| DevDocs10 Search and read tested Swift, JavaScript, CSS and HTML docs from DevDocs10. MCP serverVerified domain · devdocs10.comRemote● LiveFree to try | — | — | ||
| DeveloperHub Docs Search DeveloperHub's own documentation. Every docs site hosted on DeveloperHub serves one at /mcp MCP serverVerified domain · developerhub.ioRemote● LiveFree to try | — | — | ||
| DeveloperHub Editor Find, write, publish and check pages and API references in your DeveloperHub docs from an AI client MCP serverVerified domain · developerhub.ioRemoteSign-in needed | — | — | ||
| DevExpress Documentation Streamable HTTP MCP server for DevExpress documentation search and retrieval. MCP serverVerified domain · devexpress.comRemote● LiveFree to try | — | — | ||
| DevRelay Ask what shipped, and draft, edit and approve launch posts, changelogs and docs updates. MCP serverVerified domain · devrelay.soRemoteSign-in needed | — | — | ||
| DevStackPulse Breaking changes and weekly digests for the APIs and SDKs in your dev stack. MCP serverGitHub-verified authorRemoteSign-in needed | — | — | ||
| Docstar Publish your API docs so AI assistants can look up endpoints and call your API correctly. MCP serverGitHub-verified authorRemote● LiveAPI key needed | — | — | ||
| Financier docs Search and read Financier's developer documentation. No credentials needed. MCP serverVerified domain · financier.shRemote● LiveFree to try | 0 | MIT | ||
| Fiscalisto API docs Docs for Fiscalisto's Mexican e-invoicing API (CFDI 4.0): search, operations, SDK code, errors. MCP serverVerified domain · fiscalisto.comRemote● LiveFree to try | — | — | ||
| Flexim Manage Flexim CMS content and Suggested Topics from compatible AI clients. MCP serverVerified domain · flexim.ioRemoteSign-in needed | — | — | ||
| Flowie Developer Docs Search and read the Flowie Exchange API docs and OpenAPI contract. No sign-in needed. MCP serverVerified domain · get-flowie.comRemote● LiveFree to try | — | — | ||
| football-docs Searchable football data provider docs for AI coding agents. MCP serverGitHub-verified authorLocal · npm | — | — | ||
| FrontMCP docs FrontMCP's docs for coding agents: search, pages, APIs, examples and upgrades, by FrontMCP release. MCP serverVerified domain · mcp.frontmcp.devRemote● LiveFree to try | — | — | ||
| GameAnalytics Documentation Search GameAnalytics docs: Unity, Unreal, iOS, Android SDK and API guides for mobile game analytics. MCP serverVerified domain · gameanalytics.comRemote● LiveFree to try | — | — | ||
| GameDev.net Search and cite GameDev.net forums, tutorials, postmortems, and game-industry news. MCP serverVerified domain · gamedev.netRemote● LiveFree to try | — | — | ||
| Gemmein Gemmein docs, API reference, error explainers and a live integration check for coding agents. MCP serverVerified domain · gemmein.comLocal · npm | 0 | MIT | ||
| gomddoc Search and read a Markdown documentation directory: pages, sections, table of contents. MCP serverGitHub-verified authorLocal · Docker | 0 | — | ||
| Google Docs MCP Google Docs MCP server: read documents, append or insert text, find and replace. MCP serverVerified domain · renzojohnson.comLocal · npm | — | — | ||
| Handsontable Docs MCP Server Semantic search over Handsontable and HyperFormula docs, API reference, release notes, and issues. MCP serverVerified domain · handsontable.comRemote● LiveFree to try | — | — | ||
| Helprism Your coding agent keeps your help center current: it drafts article fixes after code changes. MCP serverVerified domain · helprism.comRemoteSign-in needed | — | — | ||
| Holon Docs Documentation for building, running, deploying, and troubleshooting Holon. MCP serverGitHub-verified authorRemoteSign-in needed | — | — | ||
| Hostbrid Discovery Search Hostbrid public docs and published hosting plans. No account or API key required. MCP serverVerified domain · hostbrid.comRemote● LiveFree to try | — | — | ||
| HotAPI Docs Read-only HotAPI documentation: search integration guides and inspect OpenAPI operations. MCP serverVerified domain · hotapi.aiRemote● LiveFree to try | — | — | ||
| Hydori Read, write, translate and sync WordPress and Webflow blog articles from Claude. MCP serverVerified domain · hydori.ioRemoteDown | — | — | ||
| IMBA Agent Docs Read-only IMBA Agent API docs MCP. No register, deposit, buy, or withdraw. MCP serverVerified domain · imbawallet.comLocal · npm | — | — | ||
| io.eraser/eraser Generate, edit, and manage Eraser diagrams and docs with AI. MCP serverVerified domain · eraser.ioRemoteSign-in needed | — | — | ||
| io.github.0xmortuex/osdev-wiki-mcp The OSDev wiki (wiki.osdev.org) offline and searchable: search, sections, links. MCP serverGitHub-verified authorLocal · PyPI | 0 | MIT | ||
| io.github.CedricKouma/openapi-lint MCP server (stdio): lint OpenAPI specs with Spectral via the AgentForge API MCP serverGitHub-verified authorLocal · npm | — | — | ||
| io.github.CloudCorpRecords/aidocs OpenAI docs, guides, changelog and API reference as MCP tools. MCP serverBulk publisher · 430 entriesGitHub-verified authorLocal · npm | 0 | MIT | ||
| io.github.CloudCorpRecords/clouddocs Search, read, and get recommendations for AWS documentation pages. MCP serverBulk publisher · 430 entriesGitHub-verified authorLocal · npm | 0 | MIT | ||
| io.github.CloudCorpRecords/libdocs Resolve library names and fetch current, version-specific documentation via Context7. MCP serverBulk publisher · 430 entriesGitHub-verified authorLocal · npm | 0 | MIT | ||
| io.github.CloudCorpRecords/libdocs-remote Forward Context7 library documentation lookups to the hosted remote MCP endpoint. MCP serverBulk publisher · 430 entriesGitHub-verified authorLocal · npm | 0 | MIT | ||
| io.github.CloudCorpRecords/refdocs Search technical documentation and read web pages as markdown. MCP serverBulk publisher · 430 entriesGitHub-verified authorLocal · npm | 0 | MIT | ||
| io.github.CloudCorpRecords/types2docs Render a markdown API reference from caller-supplied TypeScript type declarations. MCP serverBulk publisher · 430 entriesGitHub-verified authorLocal · npm | 0 | MIT | ||
| io.github.execuro/sw-dev-knowledge-base-mcp Read-only offline MCP server over a curated Shopware developer knowledge base MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| io.github.greenmtnsun/wikimint Generate wiki docs from source code. Supports PowerShell, Python, Go, C#, Java, COBOL. MCP serverGitHub-verified authorRemote● LiveFree to try | — | — | ||
| io.github.jigarkkarangiya/adobe-commerce-docs-mcp MCP server for Adobe Commerce / Magento 2 documentation — search, browse, and read official docs. MCP serverGitHub-verified authorLocal · npm | 0 | — | ||
| io.github.mgaruccio/openapi-navigator Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| io.github.mifactory-bot/mifactory-spec-api Convert docs to agent-readable specs with criteria and constraints. $0.10/convert. MCP serverGitHub-verified authorRemote● Live | 0 | — | ||
| io.github.mrfentmen/mdn-search-mcp Search the MDN web docs for HTML, CSS, and JavaScript. No key required. MCP serverBulk publisher · 2,055 entriesGitHub-verified authorLocal · npm | — | — | ||
| io.github.nyuchi/nyuchi-docs Search, read, and ask the Nyuchi docs (docs.nyuchi.com); send feedback or raise issues. MCP serverGitHub-verified authorLocal · npm | 0 | — | ||
| io.github.qingchejun/mindlm-mcp Turn text, web pages and PDFs into interactive mind maps. MCP server + CLI, no API key. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| io.github.RCOLKITT/vaspera-pm Verify docs against code, detect drift, and generate verified specs (MCP server). MCP serverGitHub-verified authorLocal · npm | — | — | ||
| io.github.vipulsutar11/mst-mcp MCP server for the MST Chain ecosystem providing search and retrieval tools for documentation. MCP serverGitHub-verified authorLocal · Docker | 0 | — | ||
| io.github.Vonage/vonage-documentation-mcp MCP server for Vonage API documentation, code snippets, tutorials, and troubleshooting. MCP serverGitHub-verified authorRemote● LiveFree to try | 0 | Apache-2.0 | ||
| JSONPad documentation JSONPad docs, API, SDK and CLI references, and offline checkers for write rules and flows. MCP serverVerified domain · jsonpad.ioLocal · npm | — | — | ||
| KIRUPA Tutorials & Code Library Search and read hundreds of web development, JavaScript, CSS, canvas, and DSA tutorials from KIRUPA. MCP serverGitHub-verified authorRemote● LiveFree to try | — | — | ||
| life.ayushrai.site docs MCP Read-only index of the public documentation and section pages on life.ayushrai.site. MCP serverVerified domain · life.ayushrai.siteRemoteDown | 0 | — | ||
| lovefengis docs Developer documentation of lovefengis (REST API, MCP, CLI, auth) over MCP. Read-only, no auth. MCP serverVerified domain · lovefengis.comRemote● LiveFree to try | 0 | MIT | ||
| Lucernel Public Lucernel apps and articles: list, search, and analyze published content. MCP serverVerified domain · lucernel.comRemote● LiveFree to try | — | — | ||
| ManifoldBT Docs Docs for writing manifoldbt backtests: DSL rules, signatures, examples and error fixes. MCP serverVerified domain · manifoldbt.comRemote● LiveFree to try | — | — | ||
| Manpage MCP Search and read Linux manual pages with version-aware lookup and exact package provenance. MCP serverVerified domain · manpage.aiRemote● LiveFree to try | — | — | ||
| MariaDB Documentation Search and read the official MariaDB documentation for every MariaDB product, plus release notes. MCP serverVerified domain · mariadb.comRemote● LiveFree to try | — | — | ||
| MarketCheck API Docs MarketCheck API docs for coding assistants: search, endpoint reference, plans. Free, no auth. MCP serverVerified domain · marketcheck.comRemote● LiveFree to try | — | — | ||
| md.install/try Create guides as MCP servers to instruct coding agents to use your software (library, API, etc). MCP serverVerified domain · install.mdRemote● Live | — | — | ||
| Medusa Work with your Medusa Cloud projects' data and APIs, and search the Medusa documentation. MCP serverVerified domain · medusajs.comRemoteSign-in needed | — | — | ||
| MemorySync Documentation Search and read the current MemorySync documentation while writing integration code. MCP serverVerified domain · memorysync.ioRemote● LiveFree to try | — | — | ||
| Metabind Docs Search and read the Metabind documentation: MCP Apps, BindJS, the SDKs, the CLI, and the APIs. MCP serverVerified domain · metabind.aiRemote● LiveFree to try | — | — | ||
| MkSaaS Docs Search published MkSaaS documentation. Read-only and public. MCP serverGitHub-verified authorRemote● LiveAPI key needed | — | — | ||
| Multilo Search Multilo's docs, fetch any public page as clean Markdown, and read the changelog. MCP serverVerified domain · multilo.comRemote● LiveFree to try | — | — | ||
| Nalpeiron Docs Search and browse Nalpeiron product documentation (Zentitle2, ZenGain, ZenMeter, EUP) via GitBook. MCP serverVerified domain · docs.nalpeiron.comRemote● LiveFree to try | — | — | ||
| Nitrozen Manage Nitrozen.io changelog projects, entries and API tokens from any MCP client. MCP serverVerified domain · nitrozen.ioRemoteSign-in needed | 0 | MIT | ||
| NVIDIA CUDA Docs Search NVIDIA CUDA documentation and code samples from AI coding agents. MCP serverVerified domain · api.copilot.nsight.ngc.nvidia.comRemoteSign-in needed | — | — | ||
| OpenPlanr Docs Read-only search and Markdown pages from the OpenPlanr docs, for coding agents. MCP serverVerified domain · openplanr.devRemote● LiveFree to try | — | — | ||
| OpenVidu Docs The official OpenVidu documentation, per version, for coding agents. MCP serverVerified domain · openvidu.ioRemote● LiveFree to try | — | — | ||
| OpsLevel Query your OpsLevel internal developer portal: catalog, maturity data, and tech docs. MCP serverVerified domain · opslevel.comRemoteSign-in needed | 0 | — | ||
| org.llmref/llmref Versioned documentation registry and semantic search for AI tools and coding assistants. MCP serverVerified domain · llmref.orgRemote● LiveFree to try | 0 | — | ||
| Particular Service Platform Documentation MCP Server Search and read documentation about NServiceBus and the Particular Service Platform. MCP serverVerified domain · particular.netRemote● LiveFree to try | — | — | ||
| PHP and WordPress docs Current PHP and WordPress pages, plus an error lookup and upgrade breaks. MCP serverGitHub-verified authorRemoteDown | 0 | — | ||
| picomcp docs Search and read the picomcp docs while your agent writes TypeScript MCP servers. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| Pine Labs SDK API Documentation MCP Server List and fetch official Pine Labs SDK API documentation via MCP tools. MCP serverGitHub-verified authorLocal · Docker | 0 | — | ||
| POSH — Ruby documentation Search and read local Ruby and gem documentation matched to your project's versions. MCP serverGitHub-verified authorLocal · MCPB | — | — | ||
| Produktly Connect your AI assistant to Produktly. Read changelogs, feedback responses, and roadmap items. MCP serverVerified domain · produktly.comRemoteSign-in needed | — | — | ||
| QR Suisse documentation Search and read the QR Suisse API documentation: guides, pricing and each OpenAPI operation. MCP serverVerified domain · qrsuisse.chRemote● LiveFree to try | — | — | ||
| Qt Documentation Qt 5 and Qt 6 framework and product docs: Qt Creator, MCUs, Squish, Coco and more. MCP serverVerified domain · qt-docs-mcp.qt.ioRemoteDown | — | — | ||
| Quickshell MCP Source-grounded Quickshell, QML, and Qt documentation, examples, and real-world implementations. MCP serverGitHub-verified authorLocal · PyPI | 0 | MIT | ||
| Ross ERP Data Dictionary Structure-only reference for the vanilla Ross ERP 8.0 schema, UI menu tree, and program catalog. MCP serverVerified domain · rossdata.devRemote● LiveFree to try | — | — | ||
| Santuri Search official documentation for well-known libraries. MCP serverGitHub-verified authorLocal · npm | — | — | ||
| SCRIPTMASTERLABS — ScriptDocs Live npm/PyPI/crates facts + README fetch for agents. Settle-proven 2026-11-02 (SELF-PROOF). MCP serverVerified domain · scriptmasterlabs.comRemote● LivePaid calls | — | — | ||
| Shepherd Bible API Bible translations, books, chapters, verses, and search MCP serverVerified domain · bible.simplecohortllc.comRemote● Live | — | — | ||
| Sikaru Docs Read-only search over the public Sikaru documentation: managed agents, inference, evals and traces. MCP serverVerified domain · sikaru.aiRemote● LiveFree to try | 0 | MIT | ||
| SimpleACME DNS-01 setup Read-only DNS-01 setup guides and templates for Traefik, win-acme, Certbot and custom hooks. MCP serverVerified domain · simpleacme.comRemote● LiveFree to try | — | — | ||
| SiteGPT Docs Search the SiteGPT documentation: setup, features, API reference, troubleshooting. MCP serverGitHub-verified authorRemote● LiveFree to try | 0 | MIT | ||
| Sorted Travel Docs Search Sorted Travel developer docs for MCP, API, SDK, and auth questions. MCP serverVerified domain · sorted.travelRemote● LiveFree to try | 0 | MIT | ||
| Strunk Publish drafts to Google Docs for review, then revise and resolve reviewer comments in your AI tool MCP serverVerified domain · strunk.ioRemoteSign-in needed | 0 | MIT | ||
| Supernova Access and maintain design system docs, tokens, components, skills, and contexts across any project. MCP serverVerified domain · supernova.ioRemoteSign-in needed | — | — | ||
| SYMBaiEX Documentation MCP Public read-only SYMBaiEX developer and agent documentation. MCP serverVerified domain · www.symbaiex.comRemote● LiveFree to try | — | — | ||
| Tailor Tailor Platform for AI assistants: search, list and read the platform documentation. MCP serverVerified domain · tailor.techRemote● LiveFree to try | — | — | ||
| TanStarter Docs Search published TanStarter documentation. Read-only and public. MCP serverGitHub-verified authorRemote● LiveFree to try | — | — | ||
| Terudo developer docs Docs, Elements code, API reference and agent skills to integrate Terudo travel eSIMs. MCP serverVerified domain · terudo.comRemote● LiveFree to try | — | — | ||
| TheRundown Documentation MCP Official TheRundown API documentation search. No live data or authenticated Product API calls. MCP serverGitHub-verified authorRemote● Live | 0 | — | ||
| Today WP Current WordPress knowledge for AI agents: versions, security, plugin facts, news and docs. MCP serverVerified domain · todaywp.comRemote● Live | — | — | ||
| Toolaby docs Search and read Toolaby's docs: payments, licences and paywalls for Chrome extensions. MCP serverVerified domain · toolaby.appRemote● LiveFree to try | — | — | ||
| Vector Panda Documentation Search and read Vector Panda docs: API operations, pricing, storage tiers, measured benchmarks. MCP serverVerified domain · vectorpanda.comRemote● LiveFree to try | — | — | ||
| Vid Kraken Docs Search and read the Vid Kraken API docs, guides and pricing. No sign-in needed. MCP serverVerified domain · vidkraken.comRemote● LiveFree to try | — | — | ||
| Visa Developer Center MCP Server Search Visa Developer docs and retrieve OpenAPI specs for Visa product APIs to build integrations. MCP serverVerified domain · developer.visa.comRemoteDown | — | — | ||
| Vocenya Docs Read-only search over the Vocenya AI receptionist API docs and endpoints, with code samples. MCP serverVerified domain · vocenya.comRemote● LiveAPI key needed | 0 | MIT | ||
| Vooks docs Search and fetch the published Vooks API documentation and pricing pages. MCP serverVerified domain · vooks.comRemote● LiveFree to try | — | — | ||
| WebSupergoo documentation Search the ABCpdf, ImageGlue, WordGlue and ABCocr .NET documentation and API reference. MCP serverVerified domain · websupergoo.comRemote● LiveFree to try | — | — | ||
| YApi MCP Fetch YApi JSON API docs from a project URL for agent client integration. MCP serverGitHub-verified authorLocal · PyPI | 0 | MIT | ||
| Zain Ahmed Documentation MCP Server Developer documentation, TypeScript SDK guides, OpenAPI 3.1 specs, and architecture blueprints. MCP serverVerified domain · zainahmed.netRemote● LiveAPI key needed | — | — | ||
| Zain Ahmed Platform MCP Server Multi-cloud SRE architectures, FinOps ROI models, certifications, and engineering blueprints. MCP serverVerified domain · zainahmed.netRemote● LiveFree to try | — | — | ||
| Zalcro Generate architecture docs, implementation plans, and dev tickets from your project requirements. MCP serverVerified domain · zalcro.aiRemoteSign-in needed | — | — |
Filters apply to the top 334 of 334 tools by stars. Full list for agents: dev-docs.json