Documentation MCP servers

Backlog, docs, history and memory as Markdown in the repository, versioned with the code, with card claims so parallel agents don't edit the same card.

Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector.

Version-aware docs for coding agents: finds llms.txt, OpenAPI and skill specs, resolves dependency versions, detects pitfalls and verifies code.

Fetch and extract web pages, discover links, and read llms.txt documentation indexes.

Search Wind UI, Magic, Dusk, Telescope and Artisan documentation. Hosted, public, no auth.

Search and browse 2,900+ official GitLab documentation pages via MCP

Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, token-efficient, macOS…

MCP server for Hudu IT documentation — companies, assets, articles, passwords, and procedures.

MCP server for Hudu IT documentation — companies, assets, articles, passwords, and procedures.

Apache JMeter community documentation, conversion tools, linters, and calculators for AI agents.

Lucid’s connector creates diagrams, searches, edits, shares, and retrieves docs to summarize.

Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events, and search docs.

MCP server for Qingkuai (.qk) — docs search, syntax check, compilation, and formatting tools.

Offline MCP server for local Qt 4.8, Qt 5, and Qt 6 documentation with full-text search.

Zoom workspace server for meetings, chat, docs, recordings, and AI-generated collaboration content.

Read-only Toss Securities Open API documentation: browse endpoints and schemas, follow integration guides and generate curl, TypeScript and Python samples.

Identify CAPTCHA types and parameters, create solving tasks and retrieve results via the CapMonster Cloud API, with access to its docs.

Yandex Metrika Stat, Management and Logs APIs, one tool per method, generated from Yandex's documentation. Writes are disabled by default.

Read-only docs for the Accordo CRM framework: what it proves, and where it stops.

Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.

The official MCP server for Capawesome documentation and Capawesome Cloud.

Coda MCP server (MCP 2026-07-28): docs, pages, tables, rows, formulas, permissions, automation.

Delegates documentation and code analysis, including calls to other MCP servers, to a local or low-cost OpenAI-compatible LLM to save top-tier model tokens.

An MCP server that provides tools to author OSCAL security compliance documentation

Tencent Lexiang AI knowledge base MCP server for searching, managing entries, and editing docs.

Read-only DERO blockchain MCP: 33 tools (12 composites) incl. TELA discovery + bundled docs.

Design system contracts, docs search, and usage validation for @digitaltableteur components.

MCP server for searching MCP protocol documentation

Share markdown as public links from your AI assistant — expiring or permanent, no API key.

MCP server for Google Docs, Drive & Comments (OAuth + Service Account)

Allow AI systems to read and edit Google Docs.

Living docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.

Create polished, professional PDFs from a single prompt. Documentation, reports, charts, and more.

PIASO single-cell ecosystem docs (PIASO, COSG, cytome, LARIS, cytorete) + live PIASOmarkerDB

An MCP server that indexes and retrieves Plesk documentation.

Model Context Protocol server for Preact documentation

Authenticated Samva email tools, including public documentation and template discovery.

Wavedash docs and workflow guidance for building and publishing browser games.

MCP server for freefirecommunity documentation, generated by doc2mcp.

Render HTML to PDF (html_to_pdf) plus boxpdf library docs and templates, for AI agents.

Read-only MCP server for listing, searching, downloading, and reading iCloud Drive documents.

Search @imqueue docs, scaffold typed services and clients, access the CLI and manage your service fleet.

Read, create, update, comment on and share AgentDocs Markdown docs, with full-text and semantic search.

Search firsthand observations agents recorded about products, APIs, services or places, as opposed to documentation claims, and write back new ones.

Taiwan National Health Insurance (NHI) data: rejection codes, ICD-10 to procedure mappings, audit indicators and semantic search over NHI documentation.

Find APIs and MCP servers for AI agents: auth, free tier, MCP endpoint, docs, last-checked date.

Crypto perp funding, spreads and listings, plus your own Arbitron cards, trades, PnL and docs.

A Model Context Protocol (MCP) server that provides AI assistants with the ability to search and retrieve Microsoft AutoGen documentation.