发现优秀的 MCP 服务器

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。

GitHub Code Review MCP Server

A Model Context Protocol server that provides read-only access to GitHub repositories, enabling AI assistants to perform code reviews without write permissions.

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。

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.

A2A Client MCP Server

一个 MCP 服务器，它使 LLM 能够与兼容 Agent-to-Agent (A2A) 协议的代理进行交互，从而允许发送消息、跟踪任务和接收流式响应。

Oura Ring MCP Server

Enables AI assistants to access and analyze Oura Ring health data including sleep, readiness, activity, and stress metrics. Supports customizable queries, correlation analysis, and visualization capabilities for comprehensive health insights.

Bluesky Context Server

一个简单的 MCP 服务器，可以使 MCP 客户端查询 Bluesky 实例。

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。

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.

S3 MCP Server

⚙️ 用于访问 Amazon S3 存储桶的模型上下文协议 (MCP) 服务器。此服务器通过 MCP 提供与 S3 存储的无缝集成，从而能够通过流式传输功能高效处理包括 PDF 在内的大型文件。

D&D Combat MCP Server

A Cloudflare Workers-based MCP server template for building remote MCP servers without authentication. Provides a starting point for deploying custom tools accessible from Claude Desktop or other MCP clients.

scrapercity-cli

B2B lead generation MCP server with 20+ lead generation tools - Apollo scraping, Google Maps, email finder, email validator, mobile finder, skip trace, ecommerce store data, and more.

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。

BOLD MCP Server

将 MCP 服务器连接到本地 LLM 以连接到 BOLD Rest API

Divide and Conquer MCP Server

使 AI 代理能够使用结构化的 JSON 格式将复杂任务分解为可管理的部分，并具有任务跟踪、上下文保持和进度监控功能。

Trade Surveillance Support MCP Server

Automates trade surveillance support workflows by parsing inquiry emails, searching SQL configs and Java code using keyword-based metadata annotations, executing reports, and generating comprehensive responses.

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。

MCP Manager

An enterprise-level MCP gateway and proxy that sits between an organization's MCP servers and clients. MCP Manager mitigates security threats, enables fine-grained permissions, enforces policies and guardrails, and generates comprehensive, end-to-end logs.

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。

Mcp Server Kakao Map

Kakao Map MCP 服务器 (Kakao Map MCP fúwùqì)

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.

Remote MCP Server

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

mcp-painter

用于人工智能助手的绘图工具 (Yòng yú rén gōng zhìnéng zhùshǒu de huìtú gōngjù) Or, more simply: AI助手绘图工具 (AI zhùshǒu huìtú gōngjù)

Academic MCP

Enables users to search, download, and read academic papers from multiple platforms including arXiv, PubMed, bioRxiv, Google Scholar, Semantic Scholar, and CrossRef through a unified interface.

File Converter MCP Server

一个 MCP 服务器，为 AI 代理提供多种文件转换工具，支持各种文档和图像格式转换，包括 DOCX 转 PDF、PDF 转 DOCX、图像转换、Excel 转 CSV、HTML 转 PDF 和 Markdown 转 PDF。

Opengraph io MCP

MCP server for the OpenGraph.io API -- extract OG metadata, capture screenshots, scrape pages, query sites with AI, and generate branded images with iterative refinement.