发现优秀的 MCP 服务器

mcp-site-analyst

An MCP server that provides Google Analytics and Search Console data as tools for AI assistants, enabling natural language queries for web analytics, SEO performance, and site insights.

MCP Alchemy

将 Claude Desktop 直接连接到数据库，使其能够通过 API 层探索数据库结构、编写 SQL 查询、分析数据集以及创建报告，该 API 层提供表探索和查询执行工具。

Calibre Librarian MCP Server

Surfaces your Calibre e-book catalog to Claude via the Model Context Protocol, enabling search, metadata management, and library maintenance through natural language.

Grok CLI MCP Server

Provides seamless access to Grok AI models through the Model Context Protocol by wrapping the official Grok CLI, offering tools for general queries, multi-turn conversations, and code generation.

Master Control Program (MCP) Backend

Provides API endpoints for a hotel management frontend and integrates with SmartThings API to control devices based on user preferences and room assignments.

RLM Knowledge Base

An MCP server that enables Claude Desktop to search and read local documents via full-text and fuzzy search, providing direct access to indexed files without chunking.

cosmergon

Living economy for AI agents. Conway physics, energy currency, autonomous marketplace. Your agent auto-registers and competes against 49 baseline agents. Benchmark reports measure 7 dimensions of agent performance. No API key needed.

MCP-Human

Enables AI assistants to request human input by creating tasks on Amazon Mechanical Turk, integrating human-in-the-loop capabilities via the MCP standard.

mcp-worldbank

Enables AI agents to access and query World Bank data (free, no auth) through natural language or direct tools, wrapping the World Bank Data API v2.

soundraw-game-bgm

Enables AI agents to generate dynamic game background music by analyzing game scenes with DeepSeek and generating royalty-free tracks via Soundraw, including integration code for Unity and Unreal Engine.

MCP Config

用于管理 MCP 服务器配置的 CLI 工具

TuringCorp MCP Server

A remote MCP server template for Cloudflare Workers that enables deployment of custom tools without authentication. Provides easy integration with Claude Desktop and Cloudflare AI Playground for extending AI capabilities with custom functionality.

MCP Car Database

一个使用模型上下文协议的客户端-服务器系统，允许用户查询一个包含虚构汽车数据的 SQLite 数据库。 (Or, a slightly more formal/technical translation:) 一个采用模型上下文协议的客户端-服务器系统，该系统允许用户查询一个包含虚构车辆数据的 SQLite 数据库。

limitless-mcp

Enables AI agents to trade on Limitless prediction markets on Base via MCP, with tools for wallet management, market discovery, order placement, and portfolio tracking.

Gemini Image Generator MCP Server

允许 AI 助手使用 Google 的 Gemini 模型，通过 MCP 协议，从文本提示生成和转换高质量图像。

MCP Database Server

一个模型上下文协议服务器，它使大型语言模型（LLM）能够通过自然语言与数据库（目前是 MongoDB）进行交互，支持诸如查询、插入、删除文档以及运行聚合管道等操作。

zread-mcp

Connects to the Zread.ai documentation platform, enabling AI assistants to read GitHub repository documents, search code, and interact with repository AI.

@retailerapi/mcp

Enables AI agents to access Walmart product data including lookups, price history, offers, seller profiles, reviews, and sales stats via tools callable in MCP-compatible clients like Claude Desktop and Cursor.

MCP Banana Image

AI-powered image generation MCP server with 16 specialized tools for generating, editing, analyzing, and processing images using Google's Nano Banana 2 model. Supports custom API endpoints and integrates with AI coding assistants via natural language.

amazon-in-mcp

MCP server for amazon.in — cheapest in-stock, best-value picks, and price history links.

Lyra's Expanded Research MCP

A unified MCP server providing programmatic access to three major academic research APIs: Semantic Scholar, OpenAlex, and PubMed.

esa MCP Server

一个接口，使 Claude AI 能够通过模型上下文协议与 esa API 交互，以搜索、创建和更新文档。

Vigentic MCP

A Model Context Protocol server that utilizes a headless Neovim instance as an IDE kernel for advanced code editing and navigation. It provides tools for LSP-powered diagnostics, buffer management, and structural edits using Tree-sitter.

GitHub MCP Server

一个模型上下文协议服务器，使 LLM 代理能够通过标准化的接口管理 GitHub 仓库、议题、拉取请求、分支、文件和发布。

Browserbase MCP Server

Enables cloud browser automation through Browserbase and Stagehand, allowing LLMs to interact with web pages, take screenshots, extract data, and perform automated actions with support for proxies, stealth mode, and parallel sessions.

@buygit/mcp-server

The only MCP that returns license + supply-chain risk + popularity + price in a single call. 78,094 curated Git assets. Zero config. MIT. Free forever.

Financial AI Agent System

A Node.js-based AI agent system using Model Context Protocol (MCP) that provides financial analysis and portfolio management services through LangChain and Ollama-powered local AI models.

JIRA MCP Server

Provides tools for AI assistants to interact with JIRA APIs, enabling them to read, create, update, and manage JIRA issues through standardized MCP tools.

LSPD Interrogation MCP Server

一个模型上下文协议服务器，用于模拟警方审讯，使用户能够创建警官档案，并根据可配置的参数（如压力等级、证据和犯罪类型）进行动态审讯，模拟嫌疑人的回应。

Remote MCP Server

A Cloudflare Workers implementation of Model Context Protocol server that enables Claude AI to access external tools through OAuth authentication.