Documentation MCP Servers
Pull up-to-date docs and API references into prompts.
218 servers in this category
Figma Context MCP
UntestedProvide coding agents direct access to Figma data to help them one-shot design implementation.
Git MCP
Untestedgitmcp.io is a generic remote MCP server to connect to ANY GitHub repository or project for documentation
Firebase MCP
VerifiedGives AI development tools Firebase-specific capabilities and expertise.
Mobile MCP
UntestedMCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.
Excel MCP Server
UntestedAn Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
Shadcn UI MCP Server
VerifiedMCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.
Ios Simulator MCP
CautionA Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.
MCP Language Server
CautionMCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.
Microsoft Learn MCP
CautionOfficial Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.
Ros MCP Server
CautionThe ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
Ref Tools Ref Tools MCP
VerifiedProvide your AI coding tools with token-efficient access to up-to-date technical documentation for…
McpProxy
CautionConnect to JetBrains IDE
Openapi MCP Server
UntestedConnect any HTTP/REST API server using an Open API spec (v3)
Octocode MCP
VerifiedAI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
Fetch MCP
CautionAn MCP server to flexibly fetch JSON, text, and HTML data
MCP Server Docker
CautionIntegrate with Docker to manage containers, images, volumes, and networks.
Cupertino
VerifiedApple Documentation MCP Server. Search Apple developer docs, Swift Evolution proposals, and 600+ sample code projects with full-text search.
MCP Link
UntestedSeamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
MCP Pointer
CautionVisual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements.
MCP Pandoc
CautionMCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
Figma Use
UntestedFull Figma control: create shapes, text, components, set styles, auto-layout, variables, export. 80+ tools.
Claude Debugs For You
CautionAn MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.
MCP Nixos
CautionMCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
Docfork MCP
Caution@latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…
Docfork MCP
CautionUp-to-date docs for AI. DEPRECATED: Use io.github.docfork/docfork instead.
Spec Driven Development
CautionMCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Edgeone Pages MCP
VerifiedAn MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
Xcode MCP Server
VerifiedXcode integration for project management, file operations, and build automation
Droidmind
CautionControl Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.
MCP Server Simulator Ios Idb
CautionA Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
MCP Claude Code
CautionAn implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
Contracts Wizard
CautionA Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on OpenZeppelin Wizard templates.
FileScopeMCP
CautionAnalyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.
Rust Docs MCP Server
VerifiedProvides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.
Flyto Core
VerifiedDeterministic execution engine for AI agents with 412 modules across 78 categories (browser, file, Docker, data, crypto, scheduling). Features execution trace, evidence snapshots, replay from any step, and supports both STDIO and Streamable HTTP transport.
Octocode
CautionSemantic code indexer with GraphRAG knowledge graph. Index your codebase, search in natural language, and expose everything via MCP so AI agents understand architecture — not just files.
Mindmap MCP Server
CautionA Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
Figma Flutter MCP
VerifiedProvide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets maintenance and full screens implementations.
Addon MCP
VerifiedHelp agents automatically write and test stories for your UI components.
VSCode Devtools
UntestedConnect to VSCode ide and use semantic tools like `find_usages`
Opik MCP
VerifiedUse natural language to explore LLM observability, traces, and monitoring data captured by Opik.
MCP Text Editor
CautionA line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
Svelte LLM MCP
VerifiedAn MCP server that provides access to Svelte 5 and SvelteKit documentation
MCP Server Apache Airflow
VerifiedMCP server that connects to Apache Airflow using official client.
Postman MCP Server
VerifiedInteract with Postman API
AI Distiller MCP
VerifiedExtracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt.
Hub MCP
VerifiedOfficial MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images
Monkeymcp
CautionMCP server providing monkey data, journeys, and location services for various monkey species.