Documentation MCP servers

Intent-based MCP server for project documentation search. Maps natural language queries to the right sources automatically—no configuration needed. The standard for AI agent documentation search.

MCP server for MTA:SA documentation with intelligent search and caching

Markdown collaboration: share docs via public links with permission levels, inline comments, real-time sync and version history, and resolve review threads.

On-demand access to amCharts 5 docs, code examples, and API reference

MCP server for markdown files — search, extract sections, list headings, find code blocks across your docs directory

Search, documentation retrieval, code analysis and architecture research powered by Google's Vertex AI or the Gemini API.

Connect agents to SideFX Houdini: edit the scene, cook, render, see the viewport, read the docs.

Self-hosted live library docs, code audits with file:line findings, BM25-ranked snippets and lockfile-aware version pinning.

Dodo Payments: manage payments, subscriptions, customers, products, refunds, license keys and usage-based billing, plus semantic search over the docs.

Self-hostable shared brain for you and your AI agents — docs, flows, meetings, decisions, rationale

MCP server for real-time LLM API documentation — stop hallucinations

Exposes .context/ folder files as MCP resources so Claude Code can reference project documentation via @ mentions.

Code-mode MCP server: collapses user-defined tools into code execution plus docs search, sandboxed in node:vm, WASM or remote microVMs.

IT Glue, the MSP documentation platform: semantic search over documentation, document and flexible-asset read/write, and role-based access control.

Create workflow, sequence and architecture diagrams with the FlowZap Code DSL, with validation, playground links, syntax docs, export, diffing and patching.

Local-first MCP server: version-correct library docs, code map, and offline drift for your repo.

Indexes your project's markdown docs and serves them to any agent via local hybrid search.

Detect contradictions and architectural drift in Kubernetes manifests, READMEs, OpenAPI specs and Word docs, with deterministic scoring and resolution advice.

Control DaVinci Resolve, including the free Lite edition. Manual setup only — see README.

MCP server for Divoom LAN watchface APIs; read-before-write safe. V2 editor linked in README.

MCP server that gives AI assistants access to the FeathersJS v6 documentation

Manage cryptocurrency project documentation across Ethereum, BSC, Polygon and Solana.

Search VeChain documentation, query on-chain data, and fetch fee suggestions with direct links to…

Create and edit flowcharts, mind maps, wireframes, and docs in Whimsical, or search your workspace.

MCP server for tabletopsimulator documentation, generated by doc2mcp.

Offline semantic search over library documentation using a pre-built, version-pinned vector index fetched and verified on first launch.

Turn a Spring Boot application into an MCP server by reusing its existing Swagger/OpenAPI documentation.

Developer toolkit: stack detection for AI context files, port conflicts, .env schema validation, docs drift, dependency license audits and task timing.

Deploy and manage blockchain nodes across 70+ protocols, search docs, request testnet funds.

Fonto (FontoXML) documentation for AI tools. Converts DITA XML to Markdown on demand.

Google Docs MCP server with full tab support, markdown extraction, and batch updates.

The best agent monetization tool: free search, clear rev-share, 10M+ commerce/travel/local offers.

An MCP server that provides access to the jOOQ documentation

Local-first knowledge vaults for project docs and specs. Tagged, versioned, full-text searchable.

Turn Mermaid diagrams into guided, step-by-step walkthroughs - a local viewer plus an MCP server that lets coding agents write the walkthrough for you

Mozaic Design System (ADEO): tokens, components, icons, docs and style guides for any agent.

Nifra docs, runnable examples, and API types as an MCP server for any AI assistant.

MCP server that searches the Roblox DevForum and official creator docs so AI coding agents can debug Roblox games against real community and engine knowledge.

Search SORACOM documentation: service guides, FAQ, API references, IoT recipes, etc.

Give any Astro Starlight docs site an MCP server. Build-time catalog + stdio server over npx — no hosting required, works on GitHub Pages. Locale- and version-aware.

Developer toolkit: semantic code search, natural-language database queries, docs indexing and OpenAPI introspection.

Managed Postgres MCP: projects, SQL, docs search, and storage buckets via OAuth.

Project-scoped memory for coding assistants: indexes project code and docs into Qdrant with tree-sitter chunking, LSP integration and hybrid search.

RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, oxmysql.

Query your product docs from AI tools. Source-cited answers from your indexed documentation.

Manage self-hosted Coolify PaaS: deployments with verified builds, app diagnostics, database backups, offline docs search and confirmed destructive actions.

UploadKit's React upload components, Next.js route handler scaffolds, bring-your-own-storage setup (S3, R2, GCS, B2) and full-text docs search.

MCP server that adds range-anchored (inline) comments to Google Docs — the one comment operation the Google Docs/Drive APIs cannot do — by driving a real logged-in Docs session with Playwright.