发现优秀的 MCP 服务器

example-mcp-server-streamable-http

example-mcp-server-streamable-http

Xueqiu MCP

一个基于雪球 (中国股票市场) API 的 MCP 服务，使用户能够直接通过 Claude 或其他 AI 助手查询股票数据。

Smithsonian Open Access MCP Server

Provides AI assistants with access to search, explore, and analyze over 3 million collection objects from the Smithsonian Institution's museums. Enables finding objects currently on exhibit, retrieving detailed metadata, high-resolution images, and 3D models from America's national museums.

linkrescue-mcp

MCP server for broken link detection, monitoring, and AI-powered fix suggestions. Scans URLs or sitemaps, estimates SEO and revenue impact, and returns actionable remediation steps. Built with FastMCP 3.x.

Knowledge Graph Memory Server

A persistent memory system using a local knowledge graph that enables Claude to remember information about users across chats, with advanced search, graph traversal, and filtering capabilities for entities, relations, and observations.

lol-client-mcp Public

一个用于访问《英雄联盟》客户端数据的 MCP (模型-控制器-处理器) 服务器。该服务器提供了一系列工具，这些工具与《英雄联盟》实时客户端数据 API 通信，以检索游戏内数据。

MSPaint MCP Server with AI-based Planning Algorithms

使用高级 AI 提示来增强 LLM 规划，以解决复杂的数学问题并在画图画布上绘制答案。 (Shǐyòng gāojí AI tíshì lái zēngqiáng LLM guīhuà, yǐ jiějué fùzá de shùxué wèntí bìng zài huàtú huàbù shàng huìzhì dá'àn.)

BooksAPI-MCP

A Model Context Protocol (MCP) server implementation built with Python and FastAPI for educational purposes. Demonstrates MCP server functionality through a books API interface.

Atlassian Confluence MCP Server

镜子 (jìng zi)

filesystem-mcp

一个基于 TypeScript 的 MCP 服务器，实现了一个简单的笔记系统，允许用户通过 URI 和工具创建、访问和生成文本笔记的摘要。

contrastapi

Security intelligence API for AI models. CVE lookup with EPSS/KEV, domain recon (DNS, WHOIS, SSL, subdomains, WAF), and code security checks (secrets, injection, headers). 16 tools, no API key required.

Claude Data Buddy

Enables conversational analysis of CSV and Parquet files through natural language, providing statistics, summaries, data type information, and comprehensive multi-step data analysis.

NiiVue MCP Server

Provides fast lexical and optional semantic search over NiiVue neuroimaging visualization library documentation and API reference. Enables LLMs to query guides, retrieve API documentation from TypeScript source, and access structured information through cached BM25 and embedding-based search.

Search MCP Server

Search MCP 服务器实现了网络和本地搜索功能在 Claude Desktop 和 Cursor 等工具中的无缝集成，它利用 Brave Search API 来处理高并发和异步请求。

MCP DevTools

MCP DevTools：一套模型上下文协议服务器，使 AI 助手能够与开发者工具和服务进行交互

Electron MCP Server

A Model Context Protocol server that provides comprehensive Electron application automation, debugging, and observability capabilities through Chrome DevTools Protocol integration.

MeSH MCP

Connects Claude to the U.S. National Library of Medicine MeSH APIs to search and retrieve medical authority data, descriptors, and qualifiers. It enables library and metadata staff to perform subject analysis and confirm terminology within an AI-assisted cataloging workflow.

Claude Mobile

Enables mobile device automation for Android (via ADB) and iOS Simulator (via simctl), allowing you to control devices with natural language through screenshots, UI interactions, text input, and app management.

Soccer MCP Server

通过 API-Football 提供对全面足球统计数据和实时比赛数据的程序化访问，使应用程序能够检索联赛排名、球队赛程、球员统计数据和实时比赛事件。

DNDzgz MCP Server

An MCP server that provides real-time information about the Zaragoza tram system, including arrival estimations and station details through the DNDzgz API.

Apple Find My MCP Server

Enables interaction with Apple's Find My network to track devices, check battery status, and manage device information. Provides secure authentication and caching for efficient access to your Apple devices' location and status data.

Remember-Memory

An implementation of a classification-based persistent memory system that enables Claude to store and retrieve classified memory information across chat sessions

Elysia MCP Starter

A template for building Model Context Protocol servers using Elysia and Bun runtime, enabling LLM clients like Claude Desktop and Cody to access custom tools, prompts, and data resources.

WSB Analyst MCP Server

A Model Context Protocol server that enables LLM clients to fetch, analyze, and extract insights from real-time WallStreetBets posts, comments, and shared links for market analysis.

Twitter/X MCP Server

Enables AI agents to interact with Twitter/X through Playwright browser automation without requiring an official API key. It provides tools for posting content, searching tweets, reading feeds, and managing social interactions like follows and likes.

Generative UI MCP

Provides AI models with structured design guidelines and system prompts for creating consistent, high-quality interactive visualizations like charts, diagrams, and mockups. It enables on-demand loading of UI specifications to optimize token usage while ensuring visually polished and functional widget generation.

Postgres MCP Server

Enables comprehensive PostgreSQL database management through natural language including queries, schema operations, user management, and administrative tasks. Features enterprise-grade connection pooling, transaction support, and full database administration capabilities.

Google Cloud MCP Server

一个模型上下文协议服务器，连接到 Google Cloud 服务，允许用户通过自然语言交互查询日志、与 Spanner 数据库交互以及分析 Cloud Monitoring 指标。

MCP Gateway

聚合和提供多个 MCP 服务器的 MCP 网关