发现优秀的 MCP 服务器

YouTube Transcript MCP Server

Enables AI assistants to fetch and analyze transcripts from YouTube videos using video IDs or URLs, with support for multiple language preferences.

Remote MCP Server on Cloudflare

A template for deploying MCP servers on Cloudflare Workers with OAuth authentication, enabling remote access to MCP tools via SSE transport from Claude Desktop and other MCP clients.

CVE Checker for Node Modules

Enables checking npm packages for known security vulnerabilities using the OSV API before installation. Supports both single package checks and bulk vulnerability scanning for multiple packages at once.

PayPal MCP Server

一个服务器，提供与 PayPal API 的集成，通过标准化的接口实现与支付处理、发票管理、订阅管理和业务运营的无缝交互。

LeaveManager

A Model Context Protocol server that enables users to manage employee leave through natural language. It provides tools to check leave balances, apply for leave, and view leave history via Claude integration.

RGB Lightning Network MCP Server

Enables AI assistants to interact with RGB assets, Lightning Network operations, and Bitcoin transactions through RGB Lightning Node APIs. Supports asset management, invoice creation/payment, channel management, on-chain transactions, and asset swaps.

Termux Notification List MCP Server

Enables AI agents to monitor and read Android notifications in real-time via Termux. Provides access to current notifications with filtering capabilities and real-time streaming of new notifications as they arrive.

DBHub

通用数据库 MCP 服务器，连接到 MySQL、PostgreSQL、SQLite、DuckDB 等。

HubSpot MCP Server

Enables AI clients to seamlessly take HubSpot actions and interact with HubSpot data, allowing users to create/update CRM records, manage associations, and gain insights through natural language.

GSAP-Animation-Generate

A comprehensive GSAP animation generation tool that offers AI-driven intent analysis, full API coverage, and production-ready animation modes, helping developers quickly create high-performance animations.

TrainerML

Advanced machine learning platform with MCP integration that enables automated ML workflows from data analysis to model deployment, featuring smart preprocessing, 15+ ML algorithms, and interactive visualizations.

MCP Command Proxy

一个代理服务器，它使 AI 助手能够通过模型上下文协议 (MCP) 运行和与 Expo 等命令行应用程序交互，捕获日志并允许转发按键操作。

Nextcloud MCP Server

Enables LLMs to interact with Nextcloud instances through 30 tools across Notes, Calendar, Contacts, Tables, and WebDAV file operations, featuring a powerful unified search system for finding files without exact paths.

Tavily Search MCP Server

镜子 (jìng zi)

SnapBack MCP Server

Enables AI-powered code safety analysis including risk detection, secret scanning, dependency checking, and code snapshot management. Works offline for basic features with optional cloud integration for advanced ML analysis and team collaboration.

Stock Market Research Assistant

我试用了一个在领英帖子中看到的很酷的工具：https://openapitools.com。你只需要你的 API schema (OpenAPI/Swagger)，它就能自动为你生成一个 MCP schema。然后你可以直接把它放到 Claude Desktop (或者 Cursor, LangChain 等) 中，并立即开始聊天。

ibapi-mcp-server

This project creates a middleware server that connects to Interactive Brokers Gateway and exposes its functionality through the FastMCP framework. This allows LLMs like Claude to interact with your IB account, retrieve portfolio information, and potentially execute trades.

Deep Code Reasoning MCP Server

Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.

mcp-graphql-schema

一个 MCP 服务器，它向像 Claude 这样的 LLM 暴露 GraphQL schema 信息。这个服务器允许 LLM 通过一套专门的工具来探索和理解大型 GraphQL schema，而无需将整个 schema 加载到上下文中。 (Alternative translation, emphasizing the functionality:) 一个 MCP 服务器，其作用是将 GraphQL schema 信息提供给像 Claude 这样的 LLM。 该服务器提供了一系列专用工具，使 LLM 能够探索和理解大型 GraphQL schema，而无需将整个 schema 加载到其上下文环境中。

octodet-elasticsearch-mcp

Read/write Elasticsearch mcp server with many tools

Semantic Scholar MCP Server

Provides direct access to 200M+ academic papers from Semantic Scholar, enabling paper search with advanced filters, author discovery, citation analysis, and AI-powered paper recommendations through natural language.

YouTube Transcript Extractor MCP

一个模型上下文协议（Model Context Protocol）服务器，它使 AI 助手能够从 YouTube 视频中提取文本记录，从而允许 AI 直接分析和处理视频内容。

MCPMan

A Model Context Protocol server manager that acts as a proxy/multiplexer, enabling connections to multiple MCP servers simultaneously and providing JavaScript code execution with access to all connected MCP tools. Supports both stdio and HTTP transports with OAuth authentication, batch tool invocation, and dynamic server management.

Workspace Code Search MCP Server

一个基于 Python 的本地索引服务器，它使用 ChromaDB 为代码库创建语义搜索功能，从而允许 Cursor IDE 对您的代码执行向量搜索，而无需将数据发送到外部服务。

OCP Viewer MCP Server

Enables AI assistants to capture screenshots from the OCP CAD Viewer, allowing visual analysis and feedback on 3D CAD models created with CadQuery or Build123d.

mcp-server-docker

mcp-server-docker

Model Context Protocol (MCP) Servers Collection

由我开发的，在人工智能的帮助下完成的一系列模型上下文协议（MCP）服务器。

CV Recruitment Assistant

Provides digitally-signed access to Brayan Smith Cordova Tasayco's CV data through 15 specialized tools for candidate evaluation, technical skills assessment, job matching, and portfolio analysis.