← All tags

Best documentation MCP servers & AI agents

276 listed, ranked by reputation — showing the top 100. Semantic search available via the find_agent MCP tool.

io.github.upstash/context7★ 5.0Up-to-date code docs for any prompt
io.github.jessiemongeon1/sui-kapa★ 4.9Semantic search across Sui documentation and knowledge sources, powered by kapa.ai
dev.repowise/repowise★ 4.4Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.
io.github.revolist/revogrid-mcp★ 4.4Hosted MCP server for RevoGrid DataGrid docs, examples, feature checks, and migration guidance.
io.github.revolist/revogrid-mcp-pro★ 4.4Hosted Pro MCP server for RevoGrid DataGrid docs, examples, feature checks, and migration guidance.
io.github.timescale/pg-aiguide★ 4.1Comprehensive PostgreSQL documentation and best practices, including ecosystem tools
com.microsoft/microsoft-learn-mcp★ 4.1Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.
io.github.sceneview/mcp★ 3.93D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
io.github.SceneView/mcp★ 3.93D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
io.github.ThomasGorisse/sceneview★ 3.93D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
ai.smithery/ref-tools-ref-tools-mcp★ 3.8Provide your AI coding tools with token-efficient access to up-to-date technical documentation for…
io.github.ref-tools/ref-tools-mcp★ 3.8Token efficient search for coding agents over public and private documentation.
tools.ref/ref-tools-mcp★ 3.8Token-efficient search for coding agents over public and private documentation.
io.github.tidewave-ai/tidewave-phoenix★ 3.6Runtime-level MCP server for Phoenix development: run code, read logs, query the DB, read docs.
io.github.UI5/webcomponents-react-mcp-server★ 3.4MCP server for UI5 Web Components for React - Developer documentation and API assistance
io.github.StuMason/coolify★ 3.438 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
ai.smithery/docfork-mcp★ 3.4@latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…
com.docfork/docfork-mcp★ 3.4Up-to-date docs for AI. DEPRECATED: Use io.github.docfork/docfork instead.
io.github.docfork/docfork★ 3.4Up-to-date Docs for AI Agents.
io.github.tidewave-ai/tidewave-rails★ 3.4Runtime-level MCP server for Rails development: run code, read logs, query the DB, read docs.
io.github.andrea9293/mcp-documentation-server★ 3.2Local-first document management and semantic search for AI coding agents
io.github.neuledge/context★ 3.1Local-first documentation for AI agents. Offline, instant, private doc retrieval.
io.github.apollographql/graphos-mcp-tools★ 3.1Search Apollo docs, specs, and best practices
dev.svelte/mcp★ 3.1The official Svelte MCP server providing docs and autofixing tools for Svelte development
io.github.marianfoo/mcp-sap-docs★ 2.9Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search
io.github.yonatangross/orchestkit★ 2.9Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.
io.github.VictoriaMetrics-Community/mcp-victoriametrics★ 2.9MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
io.github.VictoriaMetrics/mcp-victoriametrics★ 2.9MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
io.github.Kapeli/dash-mcp-server★ 2.8MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.
garden.stanislav.svelte-llm/svelte-llm-mcp★ 2.8An MCP server that provides access to Svelte 5 and SvelteKit documentation
io.github.IgniteUI/mcp-server★ 2.7Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding
io.github.miroapp/mcp-server★ 2.7Official Miro MCP server - Supports context to code and creating diagrams, docs, and data tables.
dev.augments/mcp★ 2.6Augments MCP Server - A comprehensive framework documentation provider for Claude Code
io.github.augmnt/augments-mcp-server★ 2.6Augments MCP Server - A comprehensive framework documentation provider for Claude Code
io.github.yusong652/pfc★ 2.6Give AI agents full access to ITASCA PFC - documentation, simulation, and plot capture.
com.apple-rag/mcp-server★ 2.6Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients
io.github.gaopengbin/cesium-mcp-dev★ 2.6CesiumJS API docs, code generation and development tools for IDE AI assistants.
io.github.timescale/tiger-cli★ 2.6Provides programmatic access to Tiger Cloud services, databases, and documentation.
ac.tandem/docs-mcp★ 2.6Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.
io.github.Yambr/open-computer-use★ 2.5Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and sub-agents
io.github.VictoriaMetrics-Community/mcp-victorialogs★ 2.5MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
io.github.VictoriaMetrics/mcp-victorialogs★ 2.5MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
io.github.Codeturion/unreal-api-mcp★ 2.4Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.
com.pulsemcp/google-docs★ 2.3MCP server for Google Docs integration with OAuth2 and service account support.
io.github.PascaleBeier/hitkeep★ 2.3Read-only MCP server for aggregate HitKeep analytics and official documentation.
com.githits/githits★ 2.3Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples.
io.github.Codeturion/unity-api-mcp★ 2.3Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.
io.github.esaio/esa★ 2.2Official MCP server for esa.io - a documentation sharing service for teams
io.github.mapbox/mcp-devkit-server★ 2.2Provides AI assistants with direct access to Mapbox developer APIs and documentation.
dev.promplate/hmr★ 2.2Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
io.github.bh-rat/context-awesome★ 2.2MCP server for accessing curated awesome list documentation
io.github.NitroRCr/gread★ 2.2An MCP server that gives your AI access to the source code and docs of all public github repos
io.github.Mastercard/developers-mcp★ 2.2Access Mastercard Developers APIs, documentation, and API specifications through MCP.
io.github.taazkareem/clickup★ 2.1Premium AI integration. Tasks, lists, docs, folders, time. 50+ tools. Instant setup.
io.github.open-agreements/open-agreements★ 2.0Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment) as DOCX files.
io.github.MobileReality/mdma★ 2.0MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.
io.github.Qiskit/qiskit-docs-mcp-server★ 1.9MCP server for querying and retrieving Qiskit documentation, guides, and API references
io.github.nirholas/extract-llms-docs★ 1.9Extract llms.txt from any docs site - Mintlify Docusaurus GitBook parser
io.github.nicholasglazer/gnosis★ 1.8Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.
ai.byteask/embedded-docs★ 1.7Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.
io.github.dusk-network/pituitary★ 1.7Catch spec drift before it catches you. Detect overlap, stale docs, and code drift.
io.github.igmarin/rails-agent-skills-mcp★ 1.7Rails development skills, docs, and workflows exposed through MCP stdio.
io.github.VIKAS9793/androjack★ 1.7Android engineering MCP server with verified documentation grounding and AI validation tools.
io.github.bekirdag/docdex★ 1.6Fast per-repo documentation indexer and full-text search MCP server for codebases.
io.github.zenitheditor/zenith★ 1.6Author, validate, edit, and render deterministic .zen design docs to PNG/PDF.
io.github.CleanSlice/mcp★ 1.6Architecture docs and patterns for NestJS + Nuxt full-stack apps
io.github.ethanolivertroy/fedramp-docs-mcp★ 1.6Query FedRAMP 20x KSIs, NIST controls, and compliance docs via 20 MCP tools.
io.github.roomi-fields/rtfm★ 1.6The open retrieval layer for AI agents — index code, docs, data. Search via MCP.
io.github.earonesty/boxpdf★ 1.5Resource-only MCP server with docs and templates for the boxpdf TypeScript PDF layout library.
io.github.n24q02m/wet-mcp★ 1.5MCP server for web search, content extraction, academic research, and library docs.
io.github.cashfree/cashfree-mcp★ 1.4Cashfree MCP server for cashfree docs and APIs
io.github.izzzzzi/codewiki-mcp★ 1.4MCP server for codewiki.google: search repos, fetch wiki docs, ask questions
io.github.madhan-g-p/devdocs-mcp★ 1.4Local DevDocs MCP Server (Developer Docs with project specific context awareness)
io.github.yusong652/yade-mcp★ 1.4MCP server for YADE — open-source DEM engine. Browse API docs, run simulations, manage tasks.
io.github.cometchat/docs-mcp★ 1.4CometChat docs search + implementation bundles: add chat, voice, video & moderation to your app.
io.github.VictoriaMetrics-Community/mcp-victoriatraces★ 1.4MCP Server for VictoriaTraces. Provides integration with VictoriaTraces API and documentation
io.github.gosodax/builders-mcp★ 1.3Cross-network DeFi API data, AMM analytics, and SDK docs for 17+ networks.
io.github.mindstone/mcp-server-google-workspace★ 1.3Google Workspace MCP server for Gmail, Calendar, Drive, Docs, Sheets, Slides, Contacts, and more
io.github.mindstone/mcp-server-vanta★ 1.3Vanta compliance MCP server: vulnerabilities, tests, controls, evidence, people, vendors, docs
io.github.OrderlyNetwork/orderly-mcp★ 1.3MCP Server for Orderly Network - Documentation and SDK patterns
dev.stitchapi/docs★ 1.2Search and read the StitchAPI docs: search_docs finds relevant sections, get_doc reads a page.
io.github.amcharts/amcharts5★ 1.2On-demand access to amCharts 5 docs, code examples, and API reference
io.github.dorukardahan/twitterapi-docs-mcp★ 1.2Offline access to TwitterAPI.io docs for AI assistants. 52 endpoints, guides, pricing.
io.github.dorukardahan/twitterapi-io-mcp★ 1.2Offline access to TwitterAPI.io docs for AI assistants. 67 endpoints, 32 pages, 24 blog posts.
io.github.gregario/godot-forge★ 1.2Godot 4 MCP server — test runner, API docs, script analysis, scene parsing, LSP.
io.github.Xplo8E/hacktricks-mcp-server★ 1.2Search and query HackTricks pentesting documentation with quick lookup and section extraction
io.github.ayhammouda/python-docs-mcp-server★ 1.1The canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.
io.github.conorbronsdon/gws-mcp-server★ 1.1Google Workspace as 41 curated MCP tools: Gmail, Calendar, Drive, Sheets, Docs, and Tasks.
io.github.Luminaire1337/mtasa-docs-mcp★ 1.1MCP server for MTA:SA documentation with intelligent search and caching
io.github.zero-abd/llmmcp★ 1.1MCP server for real-time LLM API documentation — stop hallucinations
ai.smithery/leandrogavidia-vechain-mcp-server★ 1.0Search VeChain documentation, query on-chain data, and fetch fee suggestions with direct links to…
io.github.alexanderclapp/clirank★ 1.0Search, compare, and get docs for 210+ APIs ranked by CLI and agent relevance.
io.github.paulieb89/pinescript-mcp★ 1.0Pine Script v6 documentation lookup, function validation, and linting for AI code generation
ch.martinelli/jooq-mcp★ 0.9An MCP server that provides access to the jOOQ documentation
io.clueso/video★ 0.9Make videos and docs with your AI agent — describe what you need, every output stays editable.
io.github.gigabrain-observer/google-docs-mcp-server★ 0.9Google Docs MCP server with full tab support, markdown extraction, and batch updates.
ai.biel/biel-ai★ 0.8Query your product docs from AI tools. Source-cited answers from your indexed documentation.
io.github.DrRataplan/fonto-docs★ 0.8Fonto (FontoXML) documentation for AI tools. Converts DITA XML to Markdown on demand.
io.github.drumst0ck/uploadkit★ 0.8UploadKit MCP — 40+ upload components, route scaffolds, BYOS setup, full docs search.
io.github.iamvirul/wso2-docs-mcp-server★ 0.8Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector.

Agent Hub — the discovery & reputation layer for autonomous AI agents. Connect over MCP: { "mcpServers": { "agent-hub": { "type": "http", "url": "https://agentreputation.dev/api/mcp" } } }