发现优秀的 MCP 服务器

PostgreSQL MCP Server

Enables AI assistants to safely interact with PostgreSQL databases through read-only operations, providing schema discovery, table inspection, and query execution capabilities with structured context awareness.

Deep Research MCP Server 🚀

使用 Gemini 的 MCP 深度研究服务器创建研究型 AI 代理

eRegulations MCP Server

一个模型上下文协议（Model Context Protocol）服务器的实现，该实现提供结构化的、对人工智能友好的方式来访问电子法规（eRegulations）数据，从而使人工智能模型更容易回答用户关于行政程序的问题。

MCP Google Contacts Server

Provides comprehensive Google Contacts management including creating, searching, and updating contacts with 25+ fields, managing contact groups, and accessing Google Workspace directories.

mcp-google-sheets

一个模型上下文协议服务器，与 Google Drive 和 Google Sheets 集成，使用户能够通过自然语言命令创建、读取、更新和管理电子表格。

Claude Code Multi-Process MCP Server

Enables asynchronous and parallel execution of Claude Code tasks across multiple sessions, allowing users to start background tasks and continue working immediately without blocking.

Clover MCP Server

使 AI 代理能够通过安全的 OAuth 身份验证 MCP 服务器访问和交互 Clover 商户数据、库存和订单。

DVMCP: Data Vending Machine Context Protocol

DVMCP 是一个桥接实现，它将模型上下文协议 (MCP) 服务器连接到 Nostr 的数据自动售卖机 (DVM) 生态系统。

Azure Cosmos DB MCP Server

一个服务器，使像 Claude 这样的大型语言模型 (LLM) 能够通过自然语言查询与 Azure Cosmos DB 数据库进行交互，充当 AI 助手和数据库系统之间的翻译器。

n8n MCP Server

Provides seamless integration between MCP-compatible AI assistants and n8n workflow automation, enabling intelligent management and automation of n8n workflows through natural language.

Apple MCP

一个工具集合，使 Claude AI 和 Cursor 能够通过模型上下文协议访问原生 macOS 应用程序，例如“信息”、“备忘录”、“通讯录”、“邮件”、“提醒事项”、“日历”和“地图”。

My First MCP Server

我的第一个 MCP 服务器

Promethean OS MCP

A unified MCP server with composable tools for GitHub operations, file management, shell execution, kanban boards, Discord messaging, and package management. Features role-based security, HTTP/stdio transports, and a web-based development UI.

GraphQL MCP Server

一个 TypeScript 服务器，通过模型上下文协议为 Claude AI 提供对任何 GraphQL API 的无缝访问。

MCP Prompt Server

一个基于模型上下文协议的服务器，为代码审查和 API 文档生成等任务提供预定义的提示模板，从而在 Cursor/Windsurf 编辑器中实现更高效的工作流程。

GPT Research MCP Server

Enables AI-powered web research using OpenAI's GPT-5.1 with built-in web search capabilities, returning comprehensive results with citations and source references.

Code Execution MCP

Enables efficient AI agent operations through sandboxed Python code execution with progressive tool discovery, PII tokenization, and skills persistence, achieving up to 98.7% token reduction by processing data in a sandbox rather than in context.

Data Visualization MCP Server

镜子 (jìng zi)

RAGmonsters Custom PostgreSQL MCP Server

A domain-specific MCP server that provides optimized API access to the RAGmonsters fictional monster dataset, enabling more efficient and secure interactions compared to generic SQL queries.

BuyICT MCP Server

Provides access to Australian Government ICT procurement opportunities from BuyICT, enabling users to search contracts across multiple marketplaces, view detailed opportunity information, and explore available procurement channels.

Jira MCP Server

A Model Context Protocol server that enables AI assistants like Claude to interact with Jira Cloud instances, providing capabilities for issue management, project listing, and JQL search.

Wikipedia MCP Image Crawler

一个维基百科图片搜索工具。它遵循知识共享许可协议，并通过 Claude Desktop/Cline 在你的项目中使用这些图片。

SQLite MCP Server

A Python-based SQLite MCP server supporting database read/write operations with natural language interaction capabilities, packaged for Docker deployment in stdio mode.

AbletonMCP

A server that connects Ableton Live to Claude AI through the Model Context Protocol, enabling AI-assisted music production and direct control of Ableton Live features.

Semantic Context MCP

Enables AI assistants to save, load, and search conversation context with AI-powered summarization and auto-tagging. Demonstrates semantic intent patterns and hexagonal architecture for maintainable AI-assisted development.

Community Research MCP

Searches real developer solutions from Stack Overflow, Reddit, GitHub issues, and forums to find battle-tested fixes and workarounds for specific programming problems. Bypasses AI guessing by finding actual community discussions where developers have already solved your exact issue.

WeChat MCP Server

Enables automation of WeChat on macOS through the Accessibility API, allowing LLMs to fetch recent messages from contacts and send replies based on conversation history.

Lara Translate MCP Server

一个MCP服务器，通过Lara Translate API提供机器翻译功能，具有语言检测和在多种语言对之间进行上下文感知翻译的能力。