百强 MCP 服务器

MindsDB

35,497

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

Context7

28,688

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

GPT Researcher

23,284

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

GitHub

22,147

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

Task Master

21,502

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

Playwright

18,881

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

Graphiti

17,617

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

FastMCP

17,141

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

Skyvern

14,192

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

Blender Model Context Protocol

13,092

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

Archon

11,429

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

Serena

10,911

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

Pipedream

10,521

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

Figma Context

10,423

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

Model Context Protocol for Beginners

10,242

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

Genai Toolbox

10,167

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

FastAPI

10,005

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

Cua

9,518

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

Inbox Zero

8,688

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

XHS Downloader

8,597

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

OpenMetadata

7,432

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

LanceDB

7,425

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

Chrome Browser

7,357

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

MCP Agent

7,190

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

Eino

7,073

Provides a Go framework for building LLM/AI applications.

Mcp-Go

7,066

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

Convex

7,007

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

Fonoster

6,987

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

Cognee

6,892

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

Phoenix

6,854

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

Zen

6,799

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

ChatGPT AutoExpert

6,668

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

Xiaozhi ESP32

6,484

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

Code2Prompt

6,450

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

BrowserTools

6,422

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

N8n

6,327

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

Higress

6,315

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

RealChar

6,184

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

AWS

6,167

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

YouTube Transcript

6,091

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

Inspector

6,082

Visually tests and debugs Model Context Protocol servers.

Git

5,948

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

MISP

5,889

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

AI Companion App

5,881

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

Ghidra

5,786

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

Serge

5,751

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

FLUJO

5,528

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

GreptimeDB

5,501

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

Model Context Protocol

5,445

Defines a specification and schema for the Model Context Protocol.

Cursor Talk to Figma

5,211

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

Jsondiffpatch

5,163

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

Steel Browser

5,023

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

4,770

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

Playwright

4,685

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

Trafilatura

4,630

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

Viper

4,507

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

Firecrawl

4,386

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

Desktop Commander

4,371

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

Firecrawl

4,195

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

HttpRunner

4,185

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

Awesome-MCP-ZH

4,125

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.

Browser

4,047

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

Klavis AI

3,979

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

Deep Research

3,977

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

ENScan Go

3,869

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

Code Interpreter API

3,852

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.

Awesome Servers

3,691

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

Microsandbox

3,684

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

Langroid

3,671

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

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.

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.

Magic

3,510

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

Ida Pro

3,431

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

OP Vault

3,384

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

3,251

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

Claude Context

3,243

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

Mcpo

3,229

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

MiniMax-01

3,135

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

Notion

3,096

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

Fast Agent

3,077

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

Pezzo

3,043

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

Atlassian Integration

2,983

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

Container Use

2,946

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

Notes

2,915

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

Cloudflare

2,914

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

MCP Chinese Getting Started Guide

2,821

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

Pollinations

2,805

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

GenAIScript

2,777

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

Genkit

2,777

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

Nostr Implementation Possibilities

2,681

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

Awesome MCP Servers

2,681

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

PromptX

2,672

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

N8n MCP Client

2,670

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

Unity

2,649

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

Chart Generator

2,648

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

Solon

2,613

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

Sourcebot

2,550

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

Browserbase

2,529

Enables LLMs to control cloud browsers for web interaction, data extraction, and task automation using Browserbase and Stagehand.