发现优秀的 MCP 服务器

WHO MCP Server

Provides access to the World Health Organization's Global Health Observatory data, enabling AI assistants to search, retrieve, and analyze comprehensive health indicators, country statistics, disease burden data, and regional health trends through WHO's OData API.

MCP Server for Slack

一个模型上下文协议（Model Context Protocol）服务器的实现，它使 AI 助手能够与 Slack 工作区进行交互，允许它们浏览频道、发送消息、回复线程、添加表情符号以及检索用户信息。

Google Forms MCP Server

Enables creation and management of Google Forms with support for all 12 question types, response collection, CSV export, and form publishing through OAuth-authenticated API access.

HubSpot MCP Server

使Claude能够与HubSpot CRM互动，进行销售分析和洞察，并提供管理联系人、交易、公司以及检索销售分析数据的工具。

Gmail MCP Server

用于与 AI 助手无缝集成的 Gmail 模型上下文协议服务器

M/M/1 Queue Simulation MCP Server

Enables LLMs to access M/M/1 queuing theory resources, validate parameters, calculate theoretical metrics, generate and execute SimPy simulations, and compare simulation results with theoretical predictions.

mcp-teamcity

Once configured, you can use natural language commands like: "Search for failed builds in the last week" "Why last deploy was failed" "Search the most failed builds" "Trigger a build for the main branch" "Show me recent builds for project X" "Pin the latest successful build" "Cancel the running bui

Understanding MCP Architecture: Single-Server vs Multi-Server Clients

使用 LangGraph 的 MCP 架构演示，包含单服务器和多服务器客户端，利用 AI 驱动的工具调用和异步通信。

Spring AI MCP Server

使用 Spring Boot 和 AI 的 Excel、PPT 生成服务器

Multi-Source Documentation MCP Server

Enables AI assistants to search and query documentation from multiple sources including Voiceflow and Claude Code, with full-text search, code examples retrieval, and step-by-step tutorials access.

CompText MCP Server

Provides an interface to the CompText DSL Codex stored in Notion, enabling users to search, retrieve, and manage programming and documentation modules. It supports native MCP for Claude Desktop and includes a FastAPI wrapper for universal REST access.

MCP PJe Server

Enables interaction with Brazil's Electronic Judicial Process (PJe) system to search for legal processes, view case details, and download court documents. Supports secure JWT authentication and process lookup by CPF/CNPJ or party name.

Desktop Commander

运行和管理长时间运行的进程 - 安装、抓取、编码视频、编译 搜索、读取和编辑文件 - 包括差异编辑以提高速度和精度

Clickzetta MCP Server

一个模型上下文协议服务器，它支持与 Clickzetta 数据库进行交互，允许用户运行 SQL 查询、管理表，并维护一个动态更新的数据洞察备忘录。

Spotify MCP Server

A Model Context Protocol server that enables AI assistants like Claude Desktop to interact with Spotify's music streaming service, supporting playback control, playlist management, music search, and user profile access.

MSSQL MCP Server

Provides read-only access to Microsoft SQL Server databases using Windows Authentication, enabling AI assistants to safely explore schemas and query data with built-in security controls.

MCP LEDAPI Intent Controller

A Model Context Protocol server that translates high-level intents into commands for controlling an Arduino-based LED system via a RESTful interface.

Gaggiuino MCP Server

A lightweight server that enables AI clients to access and analyze real-time data from Gaggiuino espresso machine controllers through a simple HTTP API.

Greeting & Image Generation MCP Server

Provides multilingual greetings in English, Korean, and Japanese, and generates AI images using the FLUX.1-schnell model from Hugging Face.

Employee Management MCP Server

Enables interaction with employee management systems through a standardized MCP interface. Supports comprehensive employee operations including CRUD operations, search, filtering by level/status, and data synchronization.

MCP PDF Reader Server

Enables comprehensive PDF processing including text extraction, image extraction, and OCR capabilities for reading text within images across multiple languages.

Google Classroom MCP Server

一个 MCP 服务器，使 AI 助手能够访问和交互 Google Classroom 数据，允许用户通过自然语言命令查看课程、课程详情和作业。

HRMS MCP Server

A template MCP server built with mcp-framework that provides a foundation for building custom tools. Currently includes example tool implementations that can be extended for HR management system integrations.

MCP Server

MCP (Managed Communication Protocol) 服务器的开发仓库

MCP Swagger Server

Automatically converts REST APIs with Swagger/OpenAPI documentation into MCP tools, making any documented API accessible to MCP-compatible clients. Supports authentication, SSL handling, and flexible configuration for seamless API integration.

SousChef

Enables comprehensive Chef-to-Ansible migration for enterprise infrastructure with 34 tools across cookbook analysis, resource conversion, InSpec integration, secrets management, and AWX/AAP deployment configuration.

Outsource MCP

An MCP server that enables AI applications to access 20+ model providers (including OpenAI, Anthropic, Google) through a unified interface for text and image generation.

MCP Security Analyst

一个 MCP (模型上下文协议) 服务器，用于进行代码安全审查

ADLS2 MCP Server 🚀

Microsoft Azure Data Lake Storage MCP 服务器