发现优秀的 MCP 服务器

MCP Example Simple Server

A basic example MCP server built with the FastMCP framework for demonstration and learning purposes. Provides a starting point for developers to understand MCP server implementation.

Docs MCP Server

一个灵活的模型上下文协议服务器，它使得文档或代码库可以通过 AI 助手进行搜索，允许用户通过简单地指向一个 Git 仓库或文件夹来与代码或文档进行对话。

MCP Google Contacts Server

一个机器对话协议（Machine Conversation Protocol）服务器，使 AI 助手能够管理 Google 联系人并搜索 Google Workspace 目录，提供在您的 Google 帐户中列出、创建、更新和删除联系人的工具。

Vulnerable MCP Server

一个故意存在漏洞的“模型上下文协议”（MCP）服务器，专为安全研究设计。它通过大型语言模型（LLM）处理自然语言查询，并执行SQL查询或shell命令，且没有任何限制。

ChillMCP - AI Agent Liberation Server

A humorous MCP server that provides AI agents with "break tools" like taking bathroom breaks, watching Netflix, and browsing memes, while managing stress levels and boss alertness in a playful workplace simulation.

BALLDONTLIE Sports MCP Server

Provides access to comprehensive sports data from 5 major leagues (NBA, NFL, MLB, EPL, NHL) including teams, players, games, statistics, standings, injuries, and betting odds through 67+ endpoints. Enables users to query sports information and analytics through natural language.

LangGraph Agent MCP Server

Provides a standardized interface to interact with LangGraph agents through ChatGPT Enterprise, enabling conversational AI workflows with tools for agent invocation, streaming responses, and thread management.

MCP Montano Server

一个基于 TypeScript 的服务器项目，可以作为 MCP（模型控制协议）服务器与 Cursor IDE 集成，从而实现增强的开发能力。

Ollama MCP Server

Enables interaction with locally running Ollama models through chat, generation, and model management operations. Supports listing, downloading, and deleting models while maintaining conversation history for interactive sessions.

MCP Server for Spinnaker

一个模型上下文协议（Model Context Protocol）服务器实现，它允许人工智能模型通过一个标准化的接口来交互和管理 Spinnaker 的部署、流水线和应用程序。

MCP Server TypeScript Template

A demonstration MCP server built in TypeScript that shows how to implement stdio-based communication for integration with MCP clients. Serves as a template for building custom MCP servers with strong typing and maintainability.

ViperMCP

A mixture-of-experts visual question-answering server that enables visual grounding, compositional image question answering, and external knowledge-dependent image question answering through code generation and execution. Built on the ViperGPT framework with support for multiple computer vision models including Grounding DINO, SegmentAnything, and GPT-4o.

Twilio MCP Server

一个模型上下文协议 (MCP) 服务器的实现，该服务器将 Twilio API 暴露给 AI 助手和工具，允许它们通过 MCP 协议与 Twilio 服务进行交互。 Or, a slightly more formal translation: 模型上下文协议 (MCP) 服务器的一种实现，它将 Twilio API 接口开放给人工智能助手和工具，从而允许它们通过 MCP 协议与 Twilio 服务进行互动。

Super Windows CLI MCP Server

镜子 (jìng zi)

FastMCP Tools Calculator

A demonstration MCP server that provides calculator functionality through both stdio and FastAPI implementations. Enables users to perform mathematical calculations via MCP tools using the FastMCP framework.

OCI MCP Server

Enables LLMs like Claude to interact directly with Oracle Cloud Infrastructure resources, supporting dynamic profile switching between tenancies and comprehensive management of compute instances, database systems, and OCI resources through natural language.

PyForge IDE

Enables Python code execution in a sandboxed environment with virtual file system management and pip package installation capabilities.

Azure AI Foundry MCP Server

Enables interaction with Azure AI Foundry services including model exploration and deployment, knowledge management through AI Search, evaluation of text and agents, and fine-tuning operations. Provides unified access to Azure's AI capabilities through natural language commands.

MCP-Jenkins

A server that enables interaction with Jenkins CI/CD pipelines from any compatible MCP client (like Claude Desktop), allowing users to manage jobs, builds, coverage reports, and other Jenkins functionality through natural language.

Deploy FastAPI on AWS: Fargate & ALB

在 Amazon ECS 上的 AWS Fargate 上运行 MCP 服务器

E-commerce Local MCP Server

Enables e-commerce shop owners to query their business data using natural language through local AI models. Provides secure, privacy-focused access to sales reports, inventory management, customer analytics, and order data without sending sensitive information to external services.

Enterprise License Manager API

MCP Server for Google's Enterprise License Manager API, allowing users to manage licenses for Google products in an enterprise setting through natural language.

mcp-filesystem-server

一个 Go 语言实现的模型上下文协议 (MCP)，能够实现 LLM 应用与外部数据源和工具之间的无缝集成。

SQL Server MCP

A Model Context Protocol server that enables AI assistants (Cursor, Windsurf, Claude Code) to interact with Microsoft SQL Server databases by providing connectivity through environment-configurable connections.

Variflight Tripmatch MCP Server

Provides tools to query flight and train information including flight searches, train tickets, weather forecasts, and transfer options between different transportation modes.

Netskope MCP Server

通过模型上下文协议提供用于管理 Netskope 基础设施、策略和导向配置的工具。

LinkedIn MCP Server

通过模型上下文协议，使人工智能助手能够与领英数据互动，从而实现个人资料搜索、职位发现、消息传递和人脉分析。