Discover Awesome MCP Servers

Dart

一个官方的 AI 模型上下文协议服务器，它使 AI 助手能够通过提示和工具与 Dart 项目管理进行交互，从而创建/管理任务和文档。

Search MCP Server

A lightweight and fast MCP server that enables AI agents to efficiently discover and execute tools through progressive disclosure, minimizing context consumption while supporting safe code execution in external environments.

LCSH MCP Server

Allows AI assistants to search the Library of Congress Subject Headings (LCSH) through a simple API interface, making it easy to query and retrieve official subject headings and related terms.

Weather MCP Server

A Python-based MCP server that provides real-time weather information using the National Weather Service API, supporting both synchronous and asynchronous HTTP requests.

Weather MCP Server

Provides access to National Weather Service (NWS) data, enabling users to retrieve active weather alerts for US states and weather forecasts for specific geographic coordinates.

Safe Local Python Executor/Interpreter

Stdio MCP 服务器，封装了来自 Hugging Face 的 smolagents 框架的自定义 Python 运行时 (LocalPythonExecutor)。该运行时结合了易于设置的优点（与 Docker、VM、云运行时相比），同时提供了安全保障，并限制了运行时内部允许的操作/导入。

Swit MCP Server

A Model Context Protocol server that integrates with Swit collaboration tools, allowing LLM clients to interact with Swit workspaces, channels, and messages through OAuth authentication.

MCP Securities Analysis

A Python-based FastMCP server that provides financial tools for securities analysis, including market data, news, fundamental/technical analysis, and visualization capabilities that can be consumed by any MCP-aware client.

shadcn-vue-mcp

Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instantly create beautiful, modern UI components through natural language descriptions. It integrates the shadcn-vue component library and tailwindcss, seamlessly connects with mainstream IDEs, and provides a streamlined UI dev

ContextEngine MCP Server

Provides real-time access to up-to-date library documentation and code examples for any programming library. Helps AI coding assistants deliver accurate, current information instead of relying on outdated training data.

Spec Workflow MCP

An intelligent MCP server that helps development teams maintain high-quality project documentation by providing an AI-powered workflow for creating comprehensive specifications through requirements, design, and implementation documents.

Zendesign MCP Server

An MCP server that allows Cursor users to fetch real-time information about Zendesign design system components.

Superglue MCP

A service that enables agents to build deterministic workflows across apps, databases and APIs using natural language, handling schema mapping, drift detection, and execution of integration pipelines automatically.

MCPHOST-SERVER

针对 Ollama、OpenAI 和 Anthropic 的 MCP 服务器桥接

Shufersal MCP Server

Provides automated shopping capabilities for the Shufersal website using Puppeteer, enabling LLMs to search products, create shopping lists, and add items to shopping carts.

Documentation Crawler & MCP Server

Toolset that crawls websites, generates Markdown documentation, and makes that documentation searchable via a Model Context Protocol (MCP) server for integration with tools like Cursor.

AWS MCP Server

一个模型上下文协议服务器，允许 Claude AI 通过自然语言与 AWS 资源交互，使用户无需使用传统的 AWS 控制台或 CLI 即可查询和管理 AWS 服务。

dex-metrics-mcp

An MCP server that tracks trading volume metrics segmented by DEX, blockchain, aggregator, frontend, and Telegram bot.

Zillow MCP Server

A Model Context Protocol server that provides real-time access to Zillow real estate data, enabling property search, detailed information retrieval, Zestimates, market trends analysis, and mortgage calculations.

讯飞智文PPT生成服务MCP Server

An MCP-compatible server that uses iFlytek's large language model to generate PowerPoint presentations, offering template selection, outline creation, and PPT generation with features like automatic image insertion.

Browser Use MCP Server

A FastMCP server that enables browser automation through natural language commands, allowing Language Models to browse the web, fill out forms, click buttons, and perform other web-based tasks via a simple API.

MCP Sentiment Analysis Server

This server implements the Model Context Protocol to provide sentiment analysis of text, returning polarity, subjectivity, and overall assessment (positive, negative, or neutral).

Mix Server

这是世界上最简单的获取本地当前时间的 MCP 服务器。

SOAR MCP Server

Integrates Security Orchestration, Automation and Response (SOAR) platform capabilities into AI clients like Claude Desktop and Cherry Studio. Enables users to execute security playbooks, manage security events, and perform automated threat response through natural language interactions.

Python notebook mcp

Python notebook mcp

AgentX

开发的未来就在这里，这个仓库集成了各种 MCP 服务器，并提供了一个名为 AgentX 的 Agent 客户端实现，以使用这些 MCP 服务器来解决现实世界的问题。

mcp-gitlab MCP Server

镜子 (jìng zi)

Video Info MCP

Enables comprehensive video file analysis including extracting metadata, stream information, bitrate calculations, and generating technical reports. Supports all FFmpeg-compatible video formats with output in JSON, text, or Markdown formats.