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218 servers in this category

Documentation MCP Servers

Pull up-to-date docs and API references into prompts.

Figma Context MCP

Not scanned
by GLips

Provide coding agents direct access to Figma data to help them one-shot design implementation.

documentation TypeScript stdio
claude mcp add glips-figma-context-mcp -- npx -y figma-context-mcp
13.7k 2 tools
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Git MCP

Not scanned
by idosal

gitmcp.io is a generic remote MCP server to connect to ANY GitHub repository or project for documentation

documentation TypeScript stdio
claude mcp add git-mcp -- npx -y git-mcp
7.8k 4 tools
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Firebase MCP

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by firebase

Gives AI development tools Firebase-specific capabilities and expertise.

documentation TypeScript stdio
claude mcp add firebase-tools -- npx -y firebase-mcp
4.4k 39 tools
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Mobile MCP

Not scanned
by mobile-next

MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.

documentation TypeScript stdio
claude mcp add mobile-mcp -- npx -y mobile-mcp
3.9k 19 tools
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Excel MCP Server

Not scanned
by haris-musa

An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).

documentation Python stdio
claude mcp add excel-mcp-server -- uvx excel-mcp-server
3.5k 25 tools
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Shadcn UI MCP Server

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by Jpisnice

MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.

documentation TypeScript stdio
2.7k
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Ios Simulator MCP

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by joshuayoes

A 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.

documentation JavaScript stdio
1.7k
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MCP Language Server

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by isaacphi

MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.

documentation Go stdio
1.5k
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Microsoft Learn MCP

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by MicrosoftDocs

Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.

documentation TypeScript stdiostreamable-http
claude mcp add microsoftdocs-mcp -- npx -y microsoft-learn-mcp
1.5k
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Ros MCP Server

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by robotmcp

The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.

documentation Python stdio
1.1k
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Ref Tools Ref Tools MCP

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by ref-tools

Provide your AI coding tools with token-efficient access to up-to-date technical documentation for…

documentation TypeScript stdiostreamable-http
claude mcp add ref-tools-mcp -- npx -y ref-tools-mcp
1k
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McpProxy

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by JetBrains Official

Connect to JetBrains IDE

documentation JavaScript stdio
944
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Openapi MCP Server

Not scanned
by janwilmake

Connect any HTTP/REST API server using an Open API spec (v3)

documentation TypeScript stdio
885
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Octocode MCP

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by bgauryy

AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.

documentation TypeScript stdio
claude mcp add octocode-mcp -- npx -y octocode-mcp
753
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Fetch MCP

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by zcaceres

An MCP server to flexibly fetch JSON, text, and HTML data

documentation TypeScript stdio
719
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MCP Server Docker

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by ckreiling

Integrate with Docker to manage containers, images, volumes, and networks.

documentation Python stdio
687
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Cupertino

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by mihaelamj

Apple Documentation MCP Server. Search Apple developer docs, Swift Evolution proposals, and 600+ sample code projects with full-text search.

documentation Swift stdio
616
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MCP Link

Not scanned
by automation-ai-labs

Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)

documentation Go stdio
604
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MCP Pointer

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by etsd-tech

Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements.

documentation TypeScript stdio
567
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MCP Pandoc

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by vivekVells

MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.

documentation Python stdio
513
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Figma Use

Not scanned
by dannote

Full Figma control: create shapes, text, components, set styles, auto-layout, variables, export. 80+ tools.

documentation TypeScript stdio
501
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Claude Debugs For You

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by jasonjmcghee

An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.

documentation TypeScript stdio
496
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MCP Nixos

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by utensils

MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.

documentation Python stdio
476
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Docfork MCP

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by docfork

@latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…

documentation MDX stdiostreamable-http
432
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Docfork MCP

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by docfork

Up-to-date docs for AI. DEPRECATED: Use io.github.docfork/docfork instead.

documentation MDX stdio
432
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Spec Driven Development

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by formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

documentation TypeScript stdio
claude mcp add mcp-server-spec-driven-development -- npx -y spec-driven-development
428
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Edgeone Pages MCP

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by TencentEdgeOne

An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.

documentation TypeScript stdio
396
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Xcode MCP Server

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by r-huijts

Xcode integration for project management, file operations, and build automation

documentation TypeScript stdio
363
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Droidmind

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by hyperb1iss

Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.

documentation Python stdio
361
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MCP Server Simulator Ios Idb

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by InditexTech

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.

documentation TypeScript stdio
301
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MCP Claude Code

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by SDGLBL

An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.

documentation Python stdio
297
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Contracts Wizard

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by OpenZeppelin

A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on OpenZeppelin Wizard templates.

documentation TypeScript stdio
295
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FileScopeMCP

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by admica

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.

documentation HTML stdio
282
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Rust Docs MCP Server

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by Govcraft

Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.

documentation Rust stdio
262
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Flyto Core

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by flytohub

Deterministic 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.

documentation Python stdio
claude mcp add flyto-core -- uvx flyto-core
261
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Octocode

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by Muvon

Semantic 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.

documentation Rust stdio
250
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Mindmap MCP Server

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by YuChenSSR

A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.

documentation Python stdio
220
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Figma Flutter MCP

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by mhmzdev

Provide 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.

documentation TypeScript stdio
215
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Addon MCP

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by storybookjs

Help agents automatically write and test stories for your UI components.

documentation TypeScript stdio
213
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VSCode Devtools

Not scanned
by biegehydra

Connect to VSCode ide and use semantic tools like `find_usages`

documentation TypeScript stdio
206
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Opik MCP

Scan found nothing
by comet-ml Official

Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.

documentation TypeScript stdio
claude mcp add opik-mcp -- npx -y opik-mcp
200
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MCP Text Editor

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by tumf

A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

documentation Python stdio
182
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Svelte LLM MCP

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by khromov

An MCP server that provides access to Svelte 5 and SvelteKit documentation

documentation TypeScript stdiostreamable-httpsse
claude mcp add svelte-llm-mcp -- npx -y svelte-llm-mcp
160
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MCP Server Apache Airflow

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by yangkyeongmo

MCP server that connects to Apache Airflow using official client.

documentation Python stdio
148
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Postman MCP Server

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by delano

Interact with Postman API

documentation TypeScript stdio
145
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AI Distiller MCP

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by janreges

Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt.

documentation C stdio
141
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Hub MCP

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by docker Official

Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images

documentation TypeScript stdio
131
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Monkeymcp

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by jamesmontemagno

MCP server providing monkey data, journeys, and location services for various monkey species.

documentation Jupyter Notebook stdio
122
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