トップ100 MCPサーバー

MindsDB

35,654

Build AI applications that can learn and answer questions over large-scale federated data sources using a federated query engine.

Context7

29,726

Fetches up-to-date documentation and code examples for LLMs and AI code editors directly from the source.

GPT Researcher

23,417

Conducts in-depth web and local research on any topic, generating comprehensive reports with citations.

GitHub

22,470

Enables advanced automation and interaction capabilities with GitHub APIs for developers and tools using the Model Context Protocol.

Task Master

21,842

Streamline AI-driven development workflows by automating task management with Claude.

Playwright

19,446

Automates browser interactions for Large Language Models (LLMs) using Playwright.

Graphiti

17,927

Builds and queries temporally-aware knowledge graphs tailored for AI agents operating in dynamic environments.

FastMCP

17,509

Facilitates the creation of Model Context Protocol (MCP) servers with a Pythonic interface.

Skyvern

14,238

Automates browser-based workflows using LLMs and computer vision for robust and adaptable web interactions.

Blender Model Context Protocol

13,294

Connects Blender to Claude AI, enabling prompt-assisted 3D modeling, scene creation, and manipulation.

Trigger.dev

12,239

Facilitates building and deploying fully-managed AI agents and long-running workflows with built-in durability and observability.

Serena

12,013

Turns an LLM into a coding agent that works directly on your codebase by providing semantic retrieval and editing capabilities.

Archon

11,875

Autonomously builds, refines, and optimizes other AI agents using an advanced agentic coding workflow and framework knowledge base.

Figma Context

10,617

Provides AI coding agents with simplified Figma layout information via the Model Context Protocol.

Pipedream

10,552

Connects APIs and automates workflows with a low-code platform designed for developers.

Model Context Protocol for Beginners

10,489

Provides an open-source curriculum designed to teach the concepts and fundamentals of the Model Context Protocol (MCP) through practical code examples.

Genai Toolbox

10,304

Streamlines the integration of GenAI tools with databases by handling complexities like connection pooling and authentication.

FastAPI

10,283

Exposes FastAPI endpoints as Model Context Protocol (MCP) tools with zero configuration.

Cua

9,580

Create and manage high-performance macOS and Linux virtual machines on Apple Silicon, with built-in support for AI agents.

Inbox Zero

8,766

Reach inbox zero quickly with this open-source AI email assistant and client.

XHS Downloader

8,656

Extracts and downloads content from XiaoHongShu (RedNote), including user posts, collections, likes, albums, and search results, while removing watermarks.

Chrome Browser

7,646

Exposes Chrome browser functionality to AI assistants for complex browser automation, content analysis, and semantic search.

OpenMetadata

7,497

Unifies metadata for data discovery, observability, and governance through a central repository, in-depth column-level lineage, and seamless team collaboration.

LanceDB

7,478

Provides a developer-friendly, embedded retrieval engine for multimodal AI, enabling efficient search and data management.

Claude-Flow

7,455

Orchestrates intelligent multi-agent swarms and autonomous workflows to build advanced AI systems.

MCP Agent

7,244

Simplifies building AI agents using Model Context Protocol and composable workflow patterns.

Eino

7,187

Provides a Go framework for building LLM/AI applications.

Mcp-Go

7,142

Implements the Model Context Protocol (MCP) in Go, facilitating integration between LLM applications and external data sources and tools.

Convex

7,140

Provides a reactive database backend designed for web app developers to fetch data and perform business logic with strong consistency using TypeScript.

Zen

7,055

Orchestrates multiple AI models to enhance Claude's capabilities for advanced code analysis, problem-solving, and collaborative software development.

Fonoster

6,996

Build a programmable telecommunications stack for connecting telephony services with the Internet via a cloud-based utility.

Cognee

6,992

Provides a reliable memory layer for AI applications and AI agents, enhancing response accuracy and reducing hallucinations.

Phoenix

6,925

Provides an open-source AI observability platform designed for experimentation, evaluation, and troubleshooting of LLM applications.

ChatGPT AutoExpert

6,670

Enhances ChatGPT's capabilities by providing advanced custom instructions for both general conversational and specialized coding tasks.

N8n

6,647

Connects AI assistants to n8n's vast library of workflow automation nodes, enabling AI to discover, understand, and build complex workflows efficiently.

Xiaozhi ESP32

6,600

Provides a backend service for ESP32 devices, enabling rapid deployment of custom intelligent control servers.

Code2Prompt

6,492

Converts a codebase into a single, structured prompt suitable for large language models.

BrowserTools

6,477

Enables AI-powered applications to monitor and interact with browser data via a Chrome extension and MCP.

Higress

6,360

Provides an AI-native API gateway for cloud-native applications, extending Envoy and Istio with Wasm plugins.

AWS

6,278

Bring AWS best practices directly into development workflows with a suite of specialized Model Context Protocol (MCP) servers.

Inspector

6,251

Visually tests and debugs Model Context Protocol servers.

RealChar

6,194

Create, customize, and engage in real-time conversations with AI characters across web, mobile, and terminal platforms.

Git

6,161

Transforms any GitHub project into a documentation hub accessible to AI tools, preventing hallucinations by providing accurate and up-to-date context.

YouTube Transcript

6,139

Retrieves transcripts and subtitles from YouTube videos, including automatically generated ones, without requiring an API key or headless browser.

MISP

5,911

Collects, stores, distributes, and shares cybersecurity indicators and threats.

AI Companion App

5,883

Create and host AI companions with personalized personalities and conversational memory, accessible via browser or SMS.

Ghidra

5,855

Enables Large Language Models (LLMs) to autonomously reverse engineer applications by exposing Ghidra's core functionality through an Model Context Protocol (MCP) server.

Serge

5,750

Provides a self-hosted web interface and API for interacting with large language models via llama.cpp.

FLUJO

5,624

Orchestrates automated workflows by connecting AI models with various tools and resources using MCP.

Model Context Protocol

5,559

Defines a specification and schema for the Model Context Protocol.

GreptimeDB

5,521

Provides a unified, cloud-native observability database for metrics, logs, and traces, supporting SQL, PromQL, and streaming analytics.

Cursor Talk to Figma

5,259

Facilitates agentic AI communication between Cursor and Figma, enabling programmatic reading and modification of design files.

Jsondiffpatch

5,168

Compares and patches JavaScript objects, generating compact deltas for efficient updates and reversions.

Steel Browser

5,064

Automates web interactions for AI agents and applications without managing infrastructure.

Cursor Talk To Figma

5,006

Enables programmatic interaction between Cursor AI and Figma, allowing for design reading and modification.

WhatsApp

4,797

Enables integration between WhatsApp and Large Language Models via the Model Context Protocol (MCP).

Playwright

4,733

Automates browsers and APIs, enabling Large Language Models (LLMs) to interact with web pages for tasks like screenshot capture and JavaScript execution.

Trafilatura

4,656

Extracts text and metadata from web pages and online resources, offering various output formats.

Awesome Servers

4,583

A curated list of Model Context Protocol (MCP) servers that enable AI models to securely interact with local and remote resources.

Viper

4,517

Facilitates adversary simulation and red team operations through a flexible platform with integrated AI.

Firecrawl

4,463

Integrates powerful web scraping and content extraction capabilities into LLM clients like Cursor and Claude.

Desktop Commander

4,430

Extends Claude's desktop app capabilities with terminal control, filesystem operations, and file editing.

Awesome-MCP-ZH

4,234

A curated collection of Model Context Protocol (MCP) resources tailored for Chinese users, providing introductions, clients, servers, and community links to facilitate quick adoption of this AI communication standard.

Firecrawl

4,195

Empowers LLMs with advanced web scraping capabilities for content extraction, crawling, and search functionalities.

Browser

4,187

Enables AI applications to control a user's existing browser instance.

HttpRunner

4,186

Provides an all-in-one, intelligent automation testing solution for API, UI, and performance testing across multiple platforms.

Klavis AI

4,016

Build and deploy open-source Model Context Protocols (MCPs) on Slack, Discord, and the web.

Deep Research

4,008

Leverage any Large Language Model to generate comprehensive, privacy-focused research reports.

ENScan Go

3,887

Collects and aggregates domestic enterprise information from various sources to aid in reconnaissance tasks.

Code Interpreter API

3,853

Provides an open-source implementation of the ChatGPT Code Interpreter using LangChain for sandboxed Python code execution.

Cody

3,797

Accelerates software development by providing an AI coding assistant that understands codebase context to help write, fix, and explain code.

Microsandbox

3,729

Enables secure execution of untrusted user-generated code and AI code.

Langroid

3,692

Enables building LLM-powered applications through a multi-agent programming paradigm.

Magic

3,594

Generate modern UI components instantly from natural language descriptions within your IDE.

GPT Code

3,588

Provides an open-source implementation of OpenAI's ChatGPT Code interpreter, enabling users to generate and execute code through natural language prompts.

Ida Pro

3,552

Enables vibe reversing in IDA Pro through a Model Context Protocol server.

Simple AIChat

3,518

Provides a streamlined Python interface for easily interacting with AI chat models like ChatGPT and GPT-4, emphasizing efficiency and minimal code complexity.

Claude Context

3,495

Enhances AI coding agents by providing semantic code search and deep context from an entire codebase.

OP Vault

3,381

Empower ChatGPT with long-term memory by creating custom knowledge bases from uploaded documents and retrieving relevant answers using the OpenAI and Pinecone vector database stack.

Refact

3,272

Automates complex engineering tasks by integrating with developer tools and leveraging AI for planning, execution, and iteration.

Mcpo

3,270

Exposes any MCP tool as an OpenAPI-compatible HTTP server.

Notion

3,150

Implements a Model Context Protocol (MCP) server for the Notion API, enabling AI-driven interaction with Notion content.

MiniMax-01

3,141

Provides access to large language and vision-language models based on linear attention for various natural language and multimodal tasks.

Fast Agent

3,126

Defines, prompts, and tests MCP-enabled agents and workflows.

Pezzo

3,051

Provides an open-source, cloud-native LLMOps platform for designing, deploying, observing, and managing AI applications.

Atlassian Integration

3,043

Integrates Confluence and Jira with Model Context Protocol (MCP) for enhanced workflow automation and data accessibility.

Container Use

2,998

Provides containerized development environments, enabling multiple coding agents to work safely and independently with diverse tech stacks.

Cloudflare

2,932

Manages Cloudflare resources using natural language commands via the Model Context Protocol (MCP).

Notes

2,914

Build a comprehensive personal knowledge base with this open-source note-taking application.

MCP Chinese Getting Started Guide

2,862

Provides a quick start guide for programming with the Model Context Protocol (MCP) in Chinese.

Genkit

2,859

Build AI-powered applications with this open-source framework for Node.js and Go.

Pollinations

2,848

Generates images, text, and audio from text prompts using a free and open-source API.

GenAIScript

2,785

Programmatically assembles prompts for LLMs using JavaScript to orchestrate LLMs, tools, and data in code.

Chart Generator

2,732

Generates visual charts from data using the Model Context Protocol and AntV.

Awesome MCP Servers

2,732

Maintains a curated list of Model Context Protocol (MCP) servers.

PromptX

2,716

Transforms AI agents into specialized experts through a revolutionary conversational context engineering platform.

HexStrike AI

2,714

Empowers AI agents with autonomous offensive cybersecurity capabilities by integrating over 70 professional security tools.

N8n MCP Client

2,705

Enables n8n workflows to interact with Model Context Protocol (MCP) servers for accessing resources, executing tools, and utilizing prompts.

Cipher

2,696

Provides an open-source memory layer specifically designed for AI coding agents.

Nostr Implementation Possibilities

2,685

Documents potential implementations for Nostr-compatible relay and client software.