发现优秀的 MCP 服务器

mcp-cli-catalog

An MCP server that publishes CLI tools on your machine for discoverability by LLMs

MCP DateTime Server

Provides current local datetime information with timezone support. Serves as a minimal blueprint for building simple, single-purpose MCP servers.

minesweeper-mcp

A stdio-based MCP server that enables users to play and manage Minesweeper games through a Rails 8 REST API. It provides tools to start games, track states, and perform actions like opening cells and flagging mines.

MCP Picnic

Enables AI assistants to interact with Picnic online supermarket for grocery shopping, meal planning, cart management, delivery tracking, and budget-conscious shopping in Netherlands and Germany.

Freedcamp MCP Server

A Model Context Protocol server that enables seamless integration with Freedcamp API for enterprise-level project management with advanced filtering, full CRUD operations, and extensive customization options.

RealTest MCP Server

Provides structured access to RealTest backtesting documentation and example scripts to help LLM agents generate accurate RealScript code. It offers tools for semantic search, authoritative function references, and verified script retrieval to prevent hallucinations.

Memory-IA MCP Server

Enables AI agents with persistent memory using SQLite and local LLM models through Ollama integration. Provides chat with context retention and multi-client support across VS Code, Gemini-CLI, and terminal interfaces.

MCP Servers for Teams

MCP 服务器的示例部署

Enhanced Gemini MCP Server

Leverages Google's Gemini AI with a 1M token context window for comprehensive codebase analysis, enabling intelligent code search, architecture analysis, and targeted improvement suggestions.

Piazza MCP Server

Enables AI agents to browse, search, and read content from Piazza course forums. It provides tools to list enrolled classes, search posts by keywords or folders, and retrieve full discussion threads including answers and follow-ups.

🧠 MCP PID Wallet Verifier

一个轻量级且对 AI 友好的 MCP 服务器，允许任何 AI 代理或 MCP 兼容的助手通过 OIDC4VP 发起和验证 PID（个人身份数据）凭证展示。

GitHub MCP Server for Cursor IDE

GitHub MCP 服务器，用于 Cursor IDE

img-src MCP Server

Enables AI assistants to interact with img-src.io for uploading, searching, and managing images through natural language. It provides tools for image transformations, CDN URL generation, and account usage monitoring.

DX Cluster MCP Server

Enables interaction with Ham Radio DX Cluster networks to read and create spots, analyze band activity, and track propagation trends through Claude Desktop. It features secure Auth0 authentication and supports various cluster types including DXSpider and AR-Cluster.

microsoft-todo-mcp-server-self-hosted

A self-hosted Model Context Protocol server for Microsoft To Do. The key problem this solves: the Microsoft Graph API silently omits user-created lists on personal accounts (GET /me/todo/lists only returns well-known lists like "Flagged Emails"). This server works around it with a local SQLite registry that tracks every list you create, so your lists always show up.

My Coding Buddy MCP Server

A personal AI coding assistant that connects to various development environments and helps automate tasks, provide codebase insights, and improve coding decisions by leveraging the Model Context Protocol.

Arcjet - MCP Server

Arcjet 模型上下文协议 (MCP) 服务器。帮助你的 AI 代理实现机器人检测、速率限制、电子邮件验证、攻击防护、数据编辑。

System Information MCP Server

Provides comprehensive system diagnostics and hardware analysis through 10 specialized tools for troubleshooting and environment monitoring. Offers targeted information gathering for CPU, memory, network, storage, processes, and security analysis across Windows, macOS, and Linux platforms.

SAP OData to MCP Server

Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by exposing all OData services as dynamic MCP tools. Enables natural language interactions with ERP data for querying, creating, updating, and deleting business entities through SAP BTP integration.

FastMCP Server Generator

一个专业的 MCP 服务器，帮助用户创建自定义的 MCP 服务器。 (Simplified Chinese is used here, as it's the most common form of Chinese.)

copilot-memory-store

Enables AI tools like GitHub Copilot to manage and persist context using a local JSON-based memory store. Provides CLI, MCP server, and VS Code integration for storing, retrieving, and managing context entries.

Model Context Protocol (MCP) + Spring Boot Integration

正在尝试使用 Spring Boot 来体验新的 MCP 服务器功能。

schema-engram-mcp

An MCP server that provides persistent memory for database schemas by storing table structures and metadata in a local SQLite file. It enables LLMs to save, retrieve, and manage database snapshots to maintain a structured understanding of database architectures.

Canteen MCP

A Model Context Protocol server that provides structured access to canteen lunch menus for specific dates through a simple API integration.

Snowfort Circuit MCP

A comprehensive Model Context Protocol (MCP) server suite that enables AI coding agents to automate both web browsers and Electron desktop applications with auto-snapshots and element references.

MCP Client/Server using HTTP SSE with Docker containers

一个使用 HTTP SSE 传输层，并采用 Docker 容器化的 MCP 客户端/服务器架构的简单实现。

NexusMind

An MCP server that leverages graph structures to perform sophisticated scientific reasoning through an 8-stage processing pipeline, enabling AI systems to handle complex scientific queries with dynamic confidence scoring.

Melchizedek

Persistent memory for Claude Code. Automatically indexes every conversation and provides production-grade hybrid search (BM25 + vectors + reranker) via MCP tools. 100% local, zero config, zero API keys, zero invoice.