发现优秀的 MCP 服务器

DynamoDB Read-Only MCP

一个服务器，使像 Claude 这样的大型语言模型 (LLM) 能够通过自然语言请求查询 AWS DynamoDB 数据库，支持表管理、数据查询和模式分析。

GitHub PR Helper

一个 MCP 服务，可以使用 GitHub CLI 创建 GitHub Pull Requests 并添加代码审查评论，无需手动处理身份验证和权限。

Agent Communication MCP Server

Enables Claude to coordinate multiple specialized AI agents by creating tasks, tracking their complete thought process and execution in real-time, and monitoring progress across parallel workflows with full transparency.

DevDocs MCP Server

Provides access to 600+ documentation libraries from DevDocs.io including Python, JavaScript, React, Django, and more. Enables searching, browsing, and retrieving documentation content directly through Claude Desktop.

Windows-MCP-Server-Installation-Verification-GuideWindows MCP Server Installation Verification Guide

Windows 上的 MCP 服务器设置与 Mac 不同，它需要绝对文件路径和显式的 node.exe 引用，而不是 npx 命令。安装需要验证 npm，并将软件包全局安装到 AppData\Roaming\npm\node_modules 目录。运行服务器需要 node.exe 和服务器 index.js 文件的完整路径。

Factifai MCP Server

Integrates Factifai testing capabilities with MCP-compatible AI tools, enabling asynchronous creation and retrieval of automated tests using AI models from OpenAI or AWS Bedrock.

AutoWP MCP Server

Connects Claude to WordPress sites through the REST API, enabling AI-assisted content creation, publishing, media management, user administration, and site maintenance tasks through natural language.

YNAB MCP Server

A minimal and auditable MCP server that enables local AI assistants to read and manage YNAB budget data. It supports operations like listing accounts, tracking transactions, and moving money between categories while maintaining user privacy.

MCP IDE Bridge

Enables client-to-client communication between IDEs and development tools, allowing real-time collaboration across Cursor, VS Code, Windsurf, and other editors through bidirectional messaging and AI agent coordination.

MCP Server for ML Model Integration

一个集成了训练好的随机森林模型与 Bee Framework 的服务器，为 AI 工具和代理启用 ReAct 交互性。

Nabu + Nisaba

Provides semantic code intelligence tools (search, structural views) and a workspace TUI interface for LLM agents to efficiently navigate codebases, manage context, and maintain architectural patterns across Python, Java, C++, and Perl projects.

Spotify MCP Server

将 Claude 与 Spotify 连接，允许用户控制播放、搜索内容、获取音乐信息以及管理 Spotify 队列。

SAP OData MCP Server

Enables AI assistants to integrate with SAP systems via OData REST APIs for querying entity sets, performing CRUD operations, and executing function imports. It features automatic service discovery, CSRF token management, and smart connection handling without requiring the SAP RFC SDK.

Arbitrum MCP Server

一个模型上下文协议 (MCP) 服务器，它使用 Arbiscan API 和 Claude AI 提供实时的 Arbitrum 区块链数据分析。

BitSight Community MCP Server

Enables access to BitSight security rating data through company search and rating retrieval functionality. Automatically manages BitSight subscriptions for one-time rating requests and provides structured security assessments for companies.

Whois MCP

使 AI 代理能够执行 WHOIS 查询，以检索域名注册详细信息，包括所有权、注册日期和可用性状态，而无需浏览器搜索。

Viral Shorts

An MCP server that enables discovery and analysis of trending YouTube Shorts using natural language. It provides tools to track viral metrics like Views Per Hour (VPH), identify niche trends, and summarize video content through the YouTube Data API.

Raindrop.io MCP Server

用于访问 Raindrop.io 书签管理器的 MCP 服务器。

SonicWall MCP Server

Enables intelligent analysis of SonicWall firewall logs through natural language queries. Provides real-time threat detection, network security monitoring, and log analysis with support for both SonicOS 7.x and 8.x versions.

Remote MCP Server (Authless)

A template for deploying authentication-free MCP servers on Cloudflare Workers that can be accessed remotely via SSE. Provides quick deployment and connection to MCP clients like Claude Desktop and Cloudflare AI Playground.

RentCast MCP Server

Connects Claude to the RentCast API to provide tools for accessing property valuations, rent estimates, and real estate market statistics. Users can retrieve detailed property data and active listings for specific ZIP codes through natural language queries.

Tailscale MCP Server

Enables interaction with the Tailscale API to manage devices, ACLs, keys, and DNS configurations directly from MCP clients like Claude Desktop or Raycast.

Slack MCP Server

This MCP server provides integration with the Slack API via HTTP transport, allowing for channel management and message operations. It enables users to list channels, send or edit messages, search message history, and retrieve user information through standardized tools.

signal-mcp-server

MCP Server for retrieving Signal messages using signal-export logic.

Multi-Server MCP Project

A multi-server implementation that uses OpenAI's LLM to orchestrate multiple tool servers providing web search, weather lookup, random facts, and PostgreSQL database querying capabilities.

TestMcpServer

一个模型上下文协议服务器的实现，通过标准化的接口提供数学运算。该服务器使用 TypeScript 和 Node.js 构建，演示了如何通过模型上下文协议规范创建和暴露工具。

Context Optimizer MCP Server

Provides AI coding assistants with context optimization tools including targeted file analysis, intelligent terminal command execution with LLM-powered output extraction, and web research capabilities. Helps reduce token usage by extracting only relevant information instead of processing entire files and command outputs.

Reddit MCP Server

Enables comprehensive Reddit research through a three-layer architecture that discovers relevant communities, provides operation guidance, and executes multi-subreddit content fetching with proper citations. Supports searching, post fetching, comment analysis, and batch operations across multiple subreddits for thorough content analysis.

Serveur MCP SSE pour Google Docs

专门用于管理 Google Docs 文档的 MCP SSE 服务器