トップ100 MCPサーバー

GitHubスター数でランク付けされた最も人気のあるMCPサーバーを探しましょう。お気に入りのサービスにAIを接続するための最高のオープンソースツールを見つけましょう。

1
Transformers icon

Transformers

144,497

Provides state-of-the-art machine learning models for text, computer vision, audio, video, and multimodal tasks, supporting inference and training across PyTorch, TensorFlow, and JAX.

Data Science & ML
2
LangChain icon

LangChain

107,823

Build applications powered by language models by chaining together components and third-party integrations.

Data Science & ML
3
Browser Use icon

Browser Use

62,106

Enables AI agents to interact with and control web browsers for automated tasks.

Browser Automation
4
MindsDB icon

MindsDB

31,168

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

Database Management
5
1Panel icon

1Panel

28,503

Simplifies Linux server management through an intuitive web interface and MCP Server.

Database Management
6
Agno icon

Agno

27,359

Build agents with this lightweight, high-performance Python library.

Developer Tools
7
OpenAI icon

OpenAI

26,714

Enables interaction with the OpenAI API from Python 3.8+ applications.

API Development
8
Perplexica icon

Perplexica

22,134

Provides an open-source AI-powered search engine alternative to Perplexity AI.

Data Science & ML
9
GPT Researcher icon

GPT Researcher

21,635

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

Data Science & ML
10
Smolagents icon

Smolagents

19,528

Enables the creation of powerful agents that think and act using Python code.

Developer Tools
11
Karakeep icon

Karakeep

17,393

Self-host a personal bookmarking and archiving system for links, notes, images, and PDFs, enhanced with AI-powered tagging and full-text search.

Content Management
12
Sentence Transformers icon

Sentence Transformers

16,712

Compute text embeddings for semantic search, textual similarity, and paraphrase mining.

Data Science & ML
13
MaxKB icon

MaxKB

16,709

Creates AI chatbots with Retrieval-Augmented Generation (RAG) pipelines, robust workflows, and advanced tool-use capabilities.

Other
14
Repomix icon

Repomix

16,493

Packages code repositories into single, AI-friendly files for use with Large Language Models.

Developer Tools
15
Screenpipe icon

Screenpipe

14,872

Powers an AI app store with 24/7 desktop history, offering open source, local, and developer-friendly screen and mic recording.

Productivity & Workflow
16
GitHub icon

GitHub

14,746

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

API Development
17
UI-TARS Desktop icon

UI-TARS Desktop

14,360

Control your computer using natural language with this GUI agent application.

Productivity & Workflow
18
Asynchronous Lint Engine icon

Asynchronous Lint Engine

13,748

Checks syntax and semantic errors in Neovim and Vim asynchronously, acting as a Vim Language Server Protocol client.

Developer Tools
19
Mastra icon

Mastra

13,558

Build AI applications and features quickly with this TypeScript framework.

Developer Tools
20
Skyvern icon

Skyvern

13,472

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

Productivity & Workflow
21
Anthropic Cookbook icon

Anthropic Cookbook

12,788

Provides code examples and guides for building applications with Claude, Anthropic's AI assistant.

API Development
22
Blender Model Context Protocol icon

Blender Model Context Protocol

11,532

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

Design Tools
23
FastMCP icon

FastMCP

11,446

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

Other
24
Task Master icon

Task Master

11,305

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

Developer Tools
25
Playwright icon

Playwright

11,036

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

Security & Testing
26
txtai icon

txtai

11,010

Enables semantic search, LLM orchestration, and language model workflows with an all-in-one embeddings database.

Database Management
27
OpenAI Agents SDK icon

OpenAI Agents SDK

10,476

Facilitates the creation of multi-agent workflows with configurable agents, handoffs, guardrails, and tracing.

Developer Tools
28
Graphiti icon

Graphiti

10,469

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

Database Management
29
Context7 icon

Context7

10,072

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

Learning & Documentation
30
PydanticAI icon

PydanticAI

9,941

Simplifies building production-grade Generative AI applications by integrating Pydantic with LLMs.

Developer Tools
31
Pipedream icon

Pipedream

9,892

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

Developer Tools
32
Supermemory icon

Supermemory

9,569

Build a personal AI-powered second brain to organize and retrieve information from various sources.

Developer Tools
33
Opik icon

Opik

9,165

Debug, evaluate, and monitor LLM applications, RAG systems, and agentic workflows.

Analytics & Monitoring
34
Anthropic Quickstarts icon

Anthropic Quickstarts

8,950

Facilitates rapid development of deployable applications using the Anthropic API.

API Development
35
Nginx UI icon

Nginx UI

8,655

Provides a web interface for managing and configuring Nginx servers.

Deployment & DevOps
36
Cua icon

Cua

8,308

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

Developer Tools
37
Inbox Zero icon

Inbox Zero

7,898

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

Developer Tools
38
Go Tools icon

Go Tools

7,695

Provides tools and packages for static analysis of Go programs, along with a language-server protocol (LSP) server.

Developer Tools
39
Ollama Python icon

Ollama Python

7,588

Enables seamless integration of Python applications with the Ollama large language model platform.

Developer Tools
40
Figma Context icon

Figma Context

7,527

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

Design Tools
41
Steampipe icon

Steampipe

7,340

Query APIs and services using SQL for real-time data access without the need for ETL.

Deployment & DevOps
42
Typescript SDK icon

Typescript SDK

7,206

Facilitates the development of Model Context Protocol (MCP) clients and servers using TypeScript.

API Development
43
PyMuPDF icon

PyMuPDF

7,177

Enables data extraction, analysis, conversion, and manipulation of PDF, XPS, and eBook documents in Python.

Web Scraping & Data Collection
44
Lamda icon

Lamda

6,980

Automates Android tasks with a powerful RPA framework designed for mobile environments.

Mobile Development
45
Openapi Typescript icon

Openapi Typescript

6,944

Generates TypeScript types from OpenAPI 3 specifications.

API Development
46
Fonoster icon

Fonoster

6,627

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

Cloud Infrastructure
47
Phoenix icon

Phoenix

5,821

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

Analytics & Monitoring
48
Code2Prompt icon

Code2Prompt

5,777

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

Developer Tools
49
MISP icon

MISP

5,705

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

Security & Testing
50
Higress icon

Higress

5,518

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

API Development
51
Mcp-Go icon

Mcp-Go

5,361

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

Developer Tools
52
GreptimeDB icon

GreptimeDB

5,201

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

Database Management
53
FastAPI icon

FastAPI

5,197

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

Featured
54
Jsondiffpatch icon

Jsondiffpatch

5,038

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

Data Science & ML
55
Ghidra icon

Ghidra

4,999

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

Featured
56
MCP Agent icon

MCP Agent

4,860

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

Developer Tools
57
Convex icon

Convex

4,749

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

Developer Tools
58
BrowserTools icon

BrowserTools

4,673

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

Developer Tools
59
Steel Browser icon

Steel Browser

4,345

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

Browser Automation
60
Trafilatura icon

Trafilatura

4,322

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

Data Science & ML
61
Viper icon

Viper

4,306

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

Security & Testing
62
Cursor Talk To Figma icon

Cursor Talk To Figma

4,111

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

Productivity & Workflow
63
Eino icon

Eino

4,067

Provides a Go framework for building LLM/AI applications.

API Development
64
YouTube Transcript icon

YouTube Transcript

3,972

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

Web Scraping & Data Collection
65
WhatsApp icon

WhatsApp

3,933

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

Collaboration Tools
66
Playwright icon

Playwright

3,707

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

Developer Tools
67
ENScan Go icon

ENScan Go

3,649

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

Web Scraping & Data Collection
68
Inspector icon

Inspector

3,569

Visually tests and debugs Model Context Protocol servers.

API Development
69
Model Context Protocol icon

Model Context Protocol

3,555

Defines a specification and schema for the Model Context Protocol.

API Development
70
FLUJO icon

FLUJO

3,494

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

Productivity & Workflow
71
AWS icon

AWS

3,486

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

Cloud Infrastructure
72
Firecrawl icon

Firecrawl

3,264

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

Web Scraping & Data Collection
73
Desktop Commander icon

Desktop Commander

3,196

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

Developer Tools
74
Workers SDK icon

Workers SDK

3,134

Provides the command-line interface and related tools for developing and deploying Cloudflare Workers.

Developer Tools
75
Awesome Servers icon

Awesome Servers

3,020

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

Developer Tools
76
Git icon

Git

2,904

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

Learning & Documentation
77
MiniMax-01 icon

MiniMax-01

2,735

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

API Development
78
Notes icon

Notes

2,630

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

Productivity & Workflow
79
GenAIScript icon

GenAIScript

2,620

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

API Development
80
Nostr Implementation Possibilities icon

Nostr Implementation Possibilities

2,571

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

Learning & Documentation
81
Solon icon

Solon

2,535

Build Java enterprise applications with a restrained, efficient, open, and ecological framework.

Developer Tools
82
Awesome-MCP-ZH icon

Awesome-MCP-ZH

2,399

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.

Other
83
Deep Research icon

Deep Research

2,379

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

Data Science & ML
84
Cloudflare icon

Cloudflare

2,255

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

Deployment & DevOps
85
Mcpo icon

Mcpo

2,251

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

Other
86
Cognee icon

Cognee

2,218

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

Data Science & ML
87
Fast Agent icon

Fast Agent

2,202

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

Other
88
Trieve icon

Trieve

2,198

Provides all-in-one infrastructure for search, recommendations, Retrieval-Augmented Generation (RAG), and analytics via API.

API Development
89
Magic icon

Magic

2,197

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

Developer Tools
90
Ida Pro icon

Ida Pro

2,159

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

Security & Testing
91
Unity icon

Unity

2,110

Enables communication between Unity and Large Language Models for automating workflows and controlling the Unity Editor.

Developer Tools
92
Chain of Recursive Thoughts icon

Chain of Recursive Thoughts

2,089

Enhances AI model reasoning by making it recursively evaluate and refine its responses through self-argumentation.

Developer Tools
93
Pollinations icon

Pollinations

2,048

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

API Development
94
Refact icon

Refact

2,016

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

Developer Tools
95
Klavis AI icon

Klavis AI

2,014

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

Collaboration Tools
96
MCP Chinese Getting Started Guide icon

MCP Chinese Getting Started Guide

1,980

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

Learning & Documentation
97
Genkit icon

Genkit

1,956

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

Data Science & ML
98
Notion icon

Notion

1,936

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

Collaboration Tools
99
Sourcebot icon

Sourcebot

1,884

Index and search code across multiple repositories and branches from various code hosting platforms.

Developer Tools
100
Dev Container CLI icon

Dev Container CLI

1,857

Create and configure development containers from devcontainer.json files, providing isolated development environments.

Deployment & DevOps