发现优秀的 MCP 服务器

MCP Documentation Server

一个定制的 MCP 服务器，能够集成 LLM 应用和文档资源，提供 AI 辅助的 LangGraph 和模型上下文协议 (Model Context Protocol) 文档访问。

TOONer

MCP proxy that wraps any MCP server and transparently converts JSON responses in tools/call to TOON format — a token-efficient alternative to JSON optimized for LLMs (~40% fewer tokens).

Playwright MCP Server for Security

Enables LLMs to perform browser automation tasks including web scraping, taking screenshots, and executing JavaScript using Playwright. It facilitates real-time interaction with web pages and the generation of automated test code.

🔍 mcp-find

从命令行搜索 MCP 服务器

MCP PostgreSQL Operations

Enables comprehensive PostgreSQL database monitoring, analysis, and management through natural language queries. Provides performance insights, bloat analysis, vacuum monitoring, and intelligent maintenance recommendations across PostgreSQL versions 12-17.

Nextcloud Cookbook MCP Server

Integrates with the Nextcloud Cookbook app API to enable AI assistants to manage recipes, categories, and keywords. It supports listing, searching, creating, and importing recipes from URLs via a standardized Model Context Protocol interface.

MCP Core Library

包含业务逻辑和 MCP 服务器端口。

Digital Asset Links API MCP Server

An MCP server that enables querying and managing relationships between websites and mobile apps through Google's Digital Asset Links API, auto-generated using AG2's MCP builder.

Canadian Building Code MCP Server

Enables users to search and navigate over 22,500 indexed sections across 16 Canadian building codes and user guides. It supports keyword searches, hierarchy navigation, and optional full-text extraction from user-provided PDF documents.

OpenAPI MCP Server

镜子 (jìng zi)

Geocode BAN MCP

This MCP server enables geocoding of French addresses using the official Base Adresse Nationale (BAN) API. It allows users to retrieve standardized addresses, GPS coordinates, and map visualization links directly within Claude.

ElevenLabs MCP Server

一个官方的“模型上下文协议”（MCP）服务器，它使AI客户端能够与ElevenLabs的文本转语音和音频处理API进行交互，从而实现语音生成、声音克隆、音频转录和其他与音频相关的任务。

pure.md MCP server

一个 MCP 服务器，使 Cursor、Windsurf 和 Claude Desktop 等 AI 客户端能够以 Markdown 格式访问网络内容，并提供网络解锁和搜索功能。

Instagram MCP Server

一个服务器，允许通过模型上下文协议 (MCP) 使用 Chrome 现有的登录会话来获取 Instagram 帖子。 Or, a slightly more natural phrasing: 一个服务器，它允许通过模型上下文协议 (MCP) 利用 Chrome 现有的登录会话来获取 Instagram 帖子。

justdopeshop

使用 Cursor 和 GitHub MCP 服务器 (Shǐyòng Cursor hé GitHub MCP fúwùqì) This translates to: "Using Cursor and GitHub MCP server."

mcp-ragchat

An MCP server that enables RAG-powered AI chat integration for websites by crawling content, building local vector stores, and generating embeddable chat widgets. It simplifies the setup of local chat servers with support for various LLM and embedding providers.

mcp-mysql-server

这个服务器通过一个标准化的接口，使人工智能模型能够与 MySQL 数据库进行交互。

Prompt-Optimizer-MCP-for-LLMs

A Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.

Superstore MCP Server

Enables interaction with Real Canadian Superstore to extract order history, browse products, and export purchase data. Supports authentication via bearer token and provides comprehensive order management and product discovery capabilities.

mcp-playwright

一个模型上下文协议（Model Context Protocol）服务器，它使用 Playwright 提供浏览器自动化功能。该服务器使大型语言模型（LLMs）能够与网页交互、截取屏幕截图，并在真实的浏览器环境中执行 JavaScript。

FastMCP Beginner MCP Servers

A beginner-friendly collection of MCP server implementations demonstrating calculator tools, web APIs with SSE transport, and RSS feed integration for AI agents. Includes examples using stdio and HTTP transports with validation via MCP Inspector.

NetCDF Explorer MCP Server

Enables exploration and analysis of NetCDF scientific data files through intuitive APIs. Supports file discovery, metadata inspection, data extraction with slicing, smart sampling for large datasets, and time series analysis.

YouTube Analytics MCP Server by CData

This read-only MCP Server allows you to connect to YouTube Analytics data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Salesforce MCP Server

Enables natural language interactions with Salesforce, allowing users to query and modify data, manage custom objects and fields, execute Apex code, and perform SOQL/SOSL searches across Salesforce organizations.

SE Ranking MCP Server

Connects AI assistants to SE Ranking's SEO and project management APIs to enable natural language queries for keyword research, backlink analysis, and technical audits. It supports comprehensive tasks including competitive analysis, domain traffic tracking, and AI search visibility monitoring.

Atlassian Bitbucket MCP Server

一个集成工具，使像 Claude 这样的人工智能助手能够直接访问和交互 Bitbucket 仓库、拉取请求和代码，而无需复制/粘贴操作。

web-browser-mcp-server

使用BeautifulSoup4启用网页浏览功能

Model Context Protocol - Dad Jokes MCP Server

MCP服务器包 (MCP fúwùqì bāo)

MCP Vulnerability Checker Server

A Model Context Protocol server providing security vulnerability intelligence tools including CVE lookup, EPSS scoring, CVSS calculation, exploit detection, and Python package vulnerability checking.