Docs lookup MCP servers & tools

37 Model Context Protocol servers tagged “Docs lookup”, ranked by usage. Connect any of them to Claude Desktop, Cursor or Windsurf in one step.

What qualifies: Looks up library, framework or API documentation for the agent to read. Each server was checked against this, not tagged by keyword.

Search “Docs lookup” with filters

Next Devtools MCP
vercelOfficial
Official Next.js MCP server for coding agents. Provides runtime diagnostics, route inspection, dev server logs, docs search, and upgrade guides. Requires Next.js 16+ dev server for full runtime features.
Developer Tools
Upvotes: 1Installs: 0GitHub stars: 832
Apify MCP Server
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: 12k
Emailmd
anypost
Write and preview emails from your assistant. Renders markdown into email-safe HTML that holds up in Outlook and Gmail, lints drafts for deliverability problems, and returns a live preview link. Hosted with no API key, or run it locally with npx emailmd mcp.
Communication
Upvotes: 0Installs: 0GitHub stars: 1.4k
UI5 MCP Server
MCP server for UI5 application development
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 104
MCP Server
cap-js
Model Context Protocol (MCP) server for AI-assisted development of CAP applications.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 117
Postman MCP Server
A basic MCP server to operate on the Postman API.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 324
Ref Tools Ref Tools MCP
Provide your AI coding tools with token-efficient access to up-to-date technical documentation for…
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: 1.2k
Microsoft Learn MCP
Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 1.9k
Context7
upstash
Up-to-date code documentation for LLMs and AI code editors.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 63k
Openapi MCP Server
snaggle-ai
Connect any HTTP/REST API server using an Open API spec (v3)
Developer Tools
Upvotes: 1Installs: 0GitHub stars: 905
Godot MCP
Agent-driven Godot playtesting: editor control, input injection, game-time stepping, live state.
Gaming
Upvotes: 0Installs: 0GitHub stars: 179
Chatpack MCP
Official
Read-only MCP server for Chatpack documentation, framework setup guides, and React UI block source. Runs locally over stdio with npx -y @chatpack/mcp. Node.js 20 or later; MIT license; no account or API key required.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 224
Augments MCP Server
augmnt
Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 127
FlutterSDK Docs
Search Wind UI, Magic, Dusk, Telescope and Artisan documentation. Hosted, public, no auth.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 3
Webcomponents MCP Server
MCP server for UI5 Web Components development assistance
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 19
Dodo Agent Plugin
dodopaymentsOfficial
Official Dodo Payments MCP servers — dodopayments-api for live payments, subscriptions, customers, products, refunds, license keys, and usage-based billing (browser OAuth, no API key needed) and dodo-knowledge for semantic search over Dodo Payments documentation.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: 6
Pg Aiguide
Comprehensive PostgreSQL documentation and best practices, including ecosystem tools
Databases
Upvotes: 0Installs: 0GitHub stars: 1.9k
AWS MCP Server
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-login
Cloud Platforms
Upvotes: 0Installs: 0GitHub stars: 5
Docs
Search and read Empryo's documentation. Read-only, no auth, no local access.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 1.4k
Twitterapi IO MCP
Offline access to TwitterAPI.io docs for AI assistants. 54 endpoints, 19 pages, 21 blog posts.
Social Media
Upvotes: 0Installs: 0GitHub stars: 10
Mdma
MobileReality
MCP server for MDMA (interactive Markdown applications with mounted components). Exposes the MDMA spec, authoring prompts, package metadata, and live docs to AI assistants. Tools: get-spec, get-prompt, build-system-prompt, validate-prompt, list-packages, list-docs, get-doc. Install: npx @mobile-reality/mdma-mcp.
Version Control
Upvotes: 0Installs: 0GitHub stars: 71
Mozaic
Mozaic Design System (ADEO): tokens, components, icons, docs and style guides for any agent.
Architecture & Design
Upvotes: 0Installs: 0GitHub stars: 4
Dbt MCP
dbt-labsOfficial
Official MCP server for dbt (data build tool) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.
Data Platforms
Upvotes: 0Installs: 0GitHub stars: 609
Roblox Devforum MCP
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.
Gaming
Upvotes: 0Installs: 0GitHub stars: 4
Finlab AI
Quantitative trading toolkit with 900+ data columns, backtesting, and 60+ strategy examples.
Finance & Fintech
Upvotes: 0Installs: 0GitHub stars: 416
Clirank MCP Server
alexanderclapp
API intelligence for AI coding agents. 387 APIs scored on agent-friendliness with tools to recommend, compare, check scores, and discover APIs. Install: npx clirank-mcp-server. Web: clirank.dev.
Aggregators
Upvotes: 0Installs: 0GitHub stars: 6
MCP Victoriametrics
VictoriaMetrics-Community
Provides comprehensive integration with your VictoriaMetrics instance APIs and documentation for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances
Monitoring
Upvotes: 0Installs: 0GitHub stars: 239
MCP Victoriametrics
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
Monitoring
Upvotes: 0Installs: 0GitHub stars: 239
MCP Sap Docs
Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search
Search & Data Extraction
Upvotes: 0Installs: 0GitHub stars: 244
Pfc MCP
yusong652
MCP server for ITASCA PFC discrete element simulation — browse documentation, execute scripts, capture plots, and manage long-running tasks via a WebSocket bridge to the PFC GUI.
Research
Upvotes: 0Installs: 0GitHub stars: 220
Imqueue MCP
imqueue
Search @imqueue docs and scaffold typed services & clients for AI coding agents, access CLI and manage your service fleet.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 1
Docs MCP
cometchatOfficial
CometChat's official MCP server — searches CometChat documentation and returns curated implementation bundles for adding real-time chat, voice, video, and moderation to your app (React, React Native, Flutter, iOS, Android, JS SDK).
Communication
Upvotes: 0Installs: 0GitHub stars: 125
Not Just Another Docs Tool
Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients
Knowledge & Memory
Upvotes: 0Installs: 0GitHub stars: 121
Relay
Run any Relay model (image, video, audio, LLM), poll tasks, upload files and search Relay's docs.
Conversational AI
Upvotes: 0Installs: 0GitHub stars: —
MCP Victorialogs
VictoriaMetrics-Community
Provides comprehensive integration with your VictoriaLogs instance APIs and documentation for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.
Databases
Upvotes: 0Installs: 0GitHub stars: 104
MCP Victorialogs
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
Monitoring
Upvotes: 0Installs: 0GitHub stars: 104
X
Xmcp Docs
Search and retrieve the official xmcp documentation from AI coding agents. This free, read-only remote MCP server helps developers build MCP servers with TypeScript. Connect over Streamable HTTP at https://xmcp.dev/mcp with no authentication. Documentation: https://xmcp.dev/docs/guides/xmcp-mcp-server. Source: https://github.com/basementstudio/xmcp/tree/main/apps/website.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —