发现优秀的 MCP 服务器

ActiveCampaign MCP Server

An MCP server that enables AI tools to interact with ActiveCampaign API, allowing contact management and tracking event analysis through natural language queries.

JSR MCP

Model Context Protocol server for the JSR (JavaScript Registry)

Kali Security MCP

Integrates 193 Kali Linux security tools with AI for intelligent penetration testing, CTF solving, and vulnerability assessment through automated workflows and expert knowledge base.

ms-agentframework

Production-ready integration of Microsoft Agent Framework with MCP, enabling AI agents to access tools like weather queries, calculations, and Taiwan stock prices through SSE/HTTP streaming transport with Azure OpenAI GPT-4 backend.

✨ Awesome Model Context Protocol (MCP) Servers

🧩 精选的模型上下文协议 (MCP) 服务器列表，这些服务器通过文件、API、数据库等真实世界上下文来扩展 AI 的能力。

Google Ads MCP Server

Enables programmatic management of Google Ads campaigns, allowing users to monitor performance metrics, update budgets, and toggle campaign statuses. It supports real-time analytics, top performer analysis, and reporting in CSV or JSON formats.

PostgreSQL MCP Server

使 AI 代理能够通过模型上下文协议与 PostgreSQL 数据库交互，从而提供数据库模式探索、表结构检查和 SQL 查询执行能力。

Ghost MCP Server

一个实现了模型上下文协议服务器的工具，它允许像 Cursor 或 Claude Desktop 这样的 AI 客户端通过暴露诸如创建文章、添加标签和上传图片等功能来管理 Ghost CMS 博客。

AWS Resources MCP Server

镜子 (jìng zi)

Ollama-MCP Bridge WebUI

一个将本地 Ollama LLM 连接到模型上下文协议 (MCP) 服务器的 Web 界面。它使开源模型能够使用类似于商业 AI 助手的 文件操作、网络搜索和推理工具——所有这些都在您自己的硬件上私下运行。

Research Tracker MCP Server

Enables discovery and analysis of research ecosystems by extracting metadata from paper URLs, GitHub repositories, and research names. Automatically finds related papers, code repositories, models, datasets, and authors across platforms like arXiv, HuggingFace, and GitHub.

ABLESTACK MOLD MCP Server

Exposes ABLESTACK MOLD API through MCP tools with the mold_\* namespace, enabling direct CloudStack API calls, exploration, and debugging. Supports automatic API registration, async polling, parameter expansion, and signature debugging for comprehensive cloud infrastructure management.

MiniMax MCP JS

基于 JavaScript 实现的 MiniMax MCP，可以通过兼容 MCP 的客户端与 MiniMax AI 服务进行交互，实现图像生成、视频生成、文本转语音和声音克隆等功能。

SAP Fieldglass MCP Server by CData

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

basic-mcp

Provides a suite of deterministic tools for time calculations, math, and string manipulation that LLMs often struggle to perform accurately. It also includes utilities for secure randomness, data validation, and basic network operations like DNS lookups.

Planfix MCP Server

Integration between Planfix business process management system and Model Context Protocol (MCP) for use with Claude and other AI assistants, enabling task management, project handling, contact management, and analytics reporting through natural language.

PubChem-MCP

An MCP server that provides tools for querying the PubChem database for detailed information on chemical compounds, substances, bioassays, and molecular properties. It enables users to search by name, structure, or identifier to retrieve chemical classifications and cross-references through natural language.

mcp-central

模型中心化 MCP 服务器集合

MCP Testing Library

MCP 服务器的测试环境

Datasette MCP

A Model Context Protocol server that provides read-only access to Datasette instances, enabling AI assistants to explore, query, and analyze data from Datasette databases through a standardized interface.

ROADrecon MCP Server

克劳德 MCP 服务器用于对 ROADrecon 数据执行分析。

mcp-server

阿拉伊实习的任务 (Ālā yī shíxí de rènwù)

scratchattach-mcp

由 scratchattach 驱动的 Scratch MCP 服务器。

Code Buddy

A comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.

Stock Analysis MCP Server

Provides comprehensive stock analysis tools including chip distribution, pattern detection, trend reversal analysis, company fundamentals, and market scanning for bullish/bearish signals using Yahoo Finance and FMP data.

Danger Zone MCP

A Model Context Protocol server that enables safe execution of predefined commands with built-in safety checks, separating regular commands from dangerous operations requiring confirmation.

ProDisco

Enables AI agents to interact with Kubernetes clusters through progressive disclosure, where agents discover TypeScript modules via filesystem, write and execute code, and receive summarized console output for cluster management tasks.

Semrush MCP Server

一个 Cursor MCP 服务器，提供用于访问各种 Semrush 关键词相关 API 端点的工具和提示，从而可以通过自然语言进行关键词研究、分析和监控。