发现优秀的 MCP 服务器

Sleeper Fantasy Football MCP Server

Enables Claude to securely read Sleeper fantasy football league data over the internet via the public API, supporting access from both Claude Desktop and mobile devices.

fhir-mcp-server-medagentbench

一个用于 MedAgentBench (FHIR 请求生成) 的模型上下文协议服务器的实现。

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。

Pulumi MCP Server

Enables AI assistants to manage cloud infrastructure using Pulumi by running commands like preview, deploy, and stack output retrieval through the Model Context Protocol.

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.

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.

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。

Reel Estate MCP

Turn real-estate listing photos into cinematic property videos from your AI assistant. reel-estate-mcp is a Model Context Protocol (MCP) server that connects Claude, Cursor, and other AI assistants to your Reel Estate account — so you can generate motion clips, AI-edit photos (virtual staging, twilight, seasonal), add voiceover, and render finished listing videos, all in plain language.

mcp-gsa-auctions

Enables querying US federal government surplus auctions data via the GSA Auctions API.

arcgis-flagstaff

Enables querying City of Flagstaff open geospatial data via ArcGIS, including searching datasets, querying feature layers, and retrieving layer schemas.

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.

Mermaid Chart MCP

Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequence diagrams, etc.) as PNG/SVG images with local file saving and HTTP access URLs. Supports batch processing and intelligent caching for efficient diagram creation.

MLIT Data Platform MCP Server

MCP server for the MLIT Data Platform that enables natural language search and retrieval of Japanese government infrastructure and transport data.

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.

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.

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

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。

pingcode-mcp

Read-only MCP server that provides coding agents with traceable Markdown context from PingCode Wiki, enabling listing of spaces/pages and retrieving requirement context.

Multi-Database MCP Server

A plugin-based MCP server that enables interaction with multiple databases (MySQL, PostgreSQL, MongoDB, SQL Server, Redis) through a unified interface with configurable read/write permissions and independent plugin architecture.

PROTEUS MCP Server

Enables JD-aware resume matching through MCP tools, providing deterministic scoring, gap analysis, bullet rewrites, and tailored cover letter generation.

llmaudit-mcp

Enables measuring whether AI assistants actually recommend a brand when buyers ask for a recommendation, returning visibility check results as three-band verdicts and counts.

green-mcp

Measures CPU energy and LLM token usage of programs to enable cost-efficient refactoring, using real hardware telemetry and a non-blocking token proxy.

cve-reference-mcp

Collects and returns reference materials for CVE write-ups from sources like NVD, CIRCL, OSV, EPSS, and GitHub Advisory.

Tracora MCP Server

Connects Tracora brand and query data to MCP assistants, enabling listing of active brands and AI visibility queries via two read-only tools.

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.

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。

truenas-aiops

AI-powered MCP server for TrueNAS SCALE storage operations with governance and safety features, enabling management of pools, datasets, snapshots, disks, alerts, and services.

Expense Tracker MCP Server

Enables MCP-compliant clients to run simple utility tools, including dice rolling and number addition.

@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.