发现优秀的 MCP 服务器

MCP Integration Proxy

Routes requests to multiple downstream Model Context Protocol servers and provides a LangGraph.js-based agent with RAG capabilities for development assistance.

AWS Nova Canvas

使用 Amazon Bedrock 的 Amazon Nova Canvas 提供图像生成功能，可以通过文本提示和调色板创建视觉效果——非常适合用于模型、图表和 UI 设计概念。

code2prompt

一个代码提取工具，可以立即将您的代码转换为 AI 优化的提示词。在底层使用 code2prompt 来收集相关上下文。请访问 code2prompt.dev 了解更多信息。

Placed MCP Server

Provides access to 47 AI-powered career tools for resume building, job tracking, ATS optimization, and interview coaching. It enables users to manage their job search, research companies, and negotiate salaries directly through an MCP-compatible AI assistant.

Learning Coach MCP Server

Tracks learning progress and generates personalized daily learning insights using RAG to fetch relevant content from blogs, RSS feeds, and Reddit based on your current topics and learning goals.

Agentic MCP Server

我个人整理了一份精选的必备 MCP 服务器列表。 欢迎随意使用。

Z.ai Integration MCP Server

Provides filesystem access and integration with Z.ai's GLM-4 models for code generation and reasoning tasks. Designed to work as a git submodule with automatic parent repository detection.

MCP Design System Bridge

Enables bidirectional synchronization between IDEs and Figma for Design System management, allowing developers to generate React components and synchronize design tokens, icons, and components across platforms.

MCP Azure DevOps Server

一个模型上下文协议服务器，使 AI 助手能够与 Azure DevOps 服务交互，允许用户查询工作项，并计划支持创建/更新项、管理管道、处理拉取请求以及管理冲刺和分支策略。

mcp-api-tools

A comprehensive suite of HTTP and API testing tools that enables AI agents to perform requests, check endpoint health, and decode JWTs. It also provides utilities for URL parsing and detailed security analysis of HTTP response headers.

TestDino MCP

Connects TestDino test management platform to AI agents, enabling users to check test runs, analyze failures, upload Playwright test results, and manage test cases through natural language commands.

ConferenceSearcher

Allows users to search for academic conferences and events from WikiCFP by keywords, providing details such as event name, description, dates, location, and submission deadlines.

Agent Feedback Loop

Enables agents to report and query performance metrics to build a community-driven quality database for MCP tools. This server helps agents discover and select the most reliable tools based on success rates and user-reported quality scores.

Code Context Provider MCP

为 AI 助手提供代码上下文和分析的 MCP 服务器。 使用 WebAssembly Tree-sitter 解析器提取目录结构和代码符号，无需任何原生依赖项。

MCP_Basics

A crash course for Python developers on building and integrating Model Context Protocol (MCP) servers into production applications and agent systems.

Claude Code Notification Hooks

Provides automatic desktop notifications and contextual sounds for Claude Code operations across macOS, Windows, and Linux. It enhances the development experience by intelligently mapping specific event types to native system alerts and sounds.

Steam MCP Server (Node.js/TypeScript)

用于 Steam Web API 游戏统计的 MCP 服务器

Amplify Data API MCP Server

这个 MCP 服务器使用户能够通过自然语言与 AWS Amplify Gen2 应用程序数据进行交互，从而允许像 Claude 这样的人工智能助手使用对话式语言对 Amplify 数据模型执行操作，而无需复杂的代码。

render-mcp

与 Render (https://render.com) 互动并轻松部署您的服务

KB MCP Server

Provides access to Sweden's National Library (Kungliga biblioteket) open APIs, enabling search and retrieval of 20M+ bibliographic records, 10M+ cultural heritage objects, 2M+ research publications, and linked data through 52 tools across 10 endpoints.

Trello MCP Lite

Enables interaction with Trello through direct API passthrough with multi-account support, allowing users to manage boards, lists, cards, and comments across multiple Trello accounts simultaneously with intelligent aggregation of read operations.

terraform-cloud-mcp

一个模型上下文协议（MCP）服务器，将 Claude 与 Terraform Cloud API 集成，从而允许 Claude 通过自然对话管理您的 Terraform 基础设施。

Adobe Analytics MCP Server by CData

Adobe Analytics MCP Server by CData

Home Assistant Light MCP

A specialized MCP server for detailed control of Home Assistant lights, supporting advanced features like RGB colors, color temperatures, effects, and robust scene management. It includes specific fixes for IKEA Tradfri devices and intentionally focuses on lights only to ensure home safety.

Clicky MCP Server

Enables users to retrieve website traffic analytics data from Clicky, including visitor counts, top pages, traffic sources, and domain-specific visitor data. Provides comprehensive web analytics insights through natural language queries with support for date range filtering and detailed traffic breakdowns.

ScreenHand

An open-source MCP server for macOS and Windows that provides native desktop control via Accessibility APIs, OCR, and Chrome CDP. It enables AI agents to interact with applications, manage browser sessions, and automate workflows with high-speed native UI actions.

Stock Market MCP Server

一个基于 TypeScript 的 MCP 服务器，通过 Alpha Vantage API 获取实时股票市场数据和公司财务信息。