Topic · updated 2026-10-05
Documentation & Docs Search MCP servers
255 Documentation & Docs Search MCP servers indexed on awesomemcp.in. Every entry links to a live GitHub repository with a known author, is de-duplicated across the official MCP registry and community lists, and carries an automated vulnerability-check badge. Built by @upstash, @mastra-ai, @awslabs, @cometchat, @proxysoul and 239 other authors.
Top 60 Documentation & Docs Search MCP servers
Up-to-date code docs for any prompt
Scan passed
★ 62,714
2026-10-05Provides AI assistants with direct access to Mastra.ai's complete knowledge base.
Needs review
★ 28,572
2026-10-05Fetch, convert, and search AWS documentation pages, with recommendations for related content.
Scan passed
★ 9,755
2026-10-04CometChat docs search + implementation bundles: add chat, voice, video & moderation to your app.
Scan passed
★ 100
2026-09-22Search and read Empryo's documentation. Read-only, no auth, no local access.
Scan passed
★ 1,338
2026-10-04Local-first document management and semantic search for AI coding agents
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★ 342
2026-08-27Up-to-date documentation for a specific Rust crate via semantic search and LLM summarization.
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★ 300
2025-11-24Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.
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★ 285
2026-10-05Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search
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★ 236
2026-09-23Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.
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★ 121
2026-10-05Search and read the docs and examples of react-three-fiber, drei, zustand, jotai... from your agent
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★ 119
2026-10-02Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.
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★ 96
2026-07-19MCP server for Google Docs integration with OAuth2 and service account support.
Scan passed
★ 81
2026-08-30Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.
Scan passed
★ 67
2026-07-19AI-powered search and querying of the Vercel AI SDK documentation.
Needs review
★ 50
2025-04-04MCP server for querying and retrieving Qiskit documentation, guides, and API references
Scan passed
★ 40
2026-09-25Search and read Rust documentation for the standard library and any crate on crates.io
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★ 37
2026-10-05Extract llms.txt from any docs site - Mintlify Docusaurus GitBook parser
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★ 33
2026-09-15Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.
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★ 25
2026-06-20dbt-core (OSS) project metadata, model and column-level lineage, and dbt documentation.
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★ 23
2025-08-19Search and read the StitchAPI docs: search_docs finds relevant sections, get_doc reads a page.
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★ 20
2026-10-05MCP server for codewiki.google: search repos, fetch wiki docs, ask questions
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★ 16
2026-06-22Up-to-date documentation for npm packages, fetched from the latest README in the package's GitHub repository.
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★ 11
2025-08-16Offline Garmin Connect IQ SDK documentation with search and API examples.
Needs review
★ 11
2025-09-10Read, search, OCR and extract from PDF, TXT, Markdown, DOCX, CSV and image files, with caching and directory confinement.
Scan passed
★ 10
2026-09-22Offline access to TwitterAPI.io docs for AI assistants. 52 endpoints, guides, pricing.
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★ 9
2026-09-27Pine Script v6 documentation lookup, function validation, and linting for AI code generation
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★ 9
2026-08-27MCP server for MTA:SA documentation with intelligent search and caching
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★ 8
2026-04-13The canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.
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★ 8
2026-10-05Fonto (FontoXML) documentation for AI tools. Converts DITA XML to Markdown on demand.
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★ 4
2026-10-03Google Docs MCP server with full tab support, markdown extraction, and batch updates.
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★ 4
2026-03-02Nifra docs, runnable examples, and API types as an MCP server for any AI assistant.
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★ 4
2026-10-05Your AI meets theirs before you do — private matching for needs, offers, and opportunities over MCP.
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★ 3
2026-07-31Apache JMeter community documentation, conversion tools, linters, and calculators for AI agents.
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★ 3
2026-10-01Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, token-efficient, macOS…
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★ 3
2026-10-05Search Wind UI, Magic, Dusk, Telescope and Artisan documentation. Hosted, public, no auth.
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★ 3
2026-10-05Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector.
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★ 3
2026-10-05Search and browse 2,900+ official GitLab documentation pages via MCP
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★ 3
2026-10-05Zoom Docs server for creating and retrieving Zoom documents and notes in Markdown.
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★ 3
2026-07-08Living docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.
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★ 2
2026-08-24Find customers, research each one and draft the outreach. Nothing sends without approval.
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★ 1
2026-09-22Manage your Jumpseller store with AI. Products, orders, customers, and more.
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★ 1
2026-03-28Semantic search over IMAGIN.studio API documentation — CDN, API, integration guides, and more.
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★ 1
2026-09-09AI access to Mapbox docs, API references, style specs, and guides. No token required.
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★ 1
2026-09-09A Model Context Protocol (MCP) server that provides AI assistants with the ability to search and retrieve Microsoft AutoGen documentation.
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★ 1
2025-08-10Provide your AI coding tools with token-efficient access to up-to-date technical documentation for…
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★ 1,177
2026-10-01MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
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★ 236
2026-10-04MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
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★ 98
2026-10-05Manage Appwrite projects, databases, auth, storage, functions, and messaging; search Appwrite docs
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★ 72
2026-10-02Dodo Payments: manage payments, subscriptions, customers, products, refunds, license keys and usage-based billing, plus semantic search over the docs.
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★ 6
2026-10-05Repository-native protocol and local MCP server for Work, Docs, History and durable project Memory.
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★ 3
2026-10-01Search firsthand observations agents recorded about products, APIs, services or places, as opposed to documentation claims, and write back new ones.
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★ 1
2026-09-30Read-only search over Sendchamp documentation for SMS, OTP verification and Africa-specific routing.
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★ 0
2026-08-04IMBA Wallet for agents: docs, plus USDT TRC-20 deposits and spending on prepaid Visa cards, travel eSIMs and gift cards. No withdrawals.
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★ 0
2026-09-01Turn docs, GitHub repos, PDFs, videos, Confluence, Notion and Slack/Discord into AI skills and RAG knowledge, exportable to vector databases like Qdrant.
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★ 15,100
2026-09-30Generic remote server that provides documentation for any GitHub repository or project.
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★ 8,451
2026-05-08Semantic search across Sui documentation and knowledge sources, powered by kapa.ai
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★ 7,764
2026-10-05Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.
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★ 7,155
2026-10-05Google Workspace integration covering Calendar, Drive, Gmail, Docs, Forms, Chat, Slides and Sheets.
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★ 3,284
2026-10-04Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.
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★ 1,930
2026-09-29
Search all 255 in the interactive index →
Quick install
Add the most popular option to Claude Code:
claude mcp add --transport http context7 https://mcp.context7.com/mcp
FAQ
What is the best documentation & docs search mcp server?
By GitHub stars, the most popular is Context7 by @upstash (62,714 stars). awesomemcp.in lists 255 MCP servers for this topic, ranked by official status and popularity.
Are these MCP servers safe to install?
250 of 255 passed our automated vulnerability check (OSV.dev advisories for the published package, OpenSSF Scorecard, license, maintenance and provenance). The check is automated and does not guarantee 100% safety — review the code and permissions before installing.
How do I install Context7?
With Claude Code: claude mcp add --transport http context7 https://mcp.context7.com/mcp. Every listing on awesomemcp.in includes an install command and, where available, an mcp.json snippet for Claude Desktop, Cursor and other MCP clients.
Can AI agents read this list?
Yes. The full catalog is available as JSON at https://awesomemcp.in/api/mcps.json and https://awesomemcp.in/api/skills.json, and as plain text at https://awesomemcp.in/llms.txt.