Discover Awesome MCP Servers

Colab MCP

A Model Context Protocol server that enables users to control and interact with Google Colab instances via a reverse proxy. It supports executing shell commands, running persistent Python code, and monitoring system resources like CPU, GPU, and RAM.

WoW Guild Analytics MCP Server

Provides comprehensive World of Warcraft guild analytics, player character analysis, and auction house market data through the Blizzard Battle.net API. Supports both Retail and Classic WoW with real-time market insights, guild roster management, and demographic analytics.

aws-helper MCP Server

A Model Context Protocol server that implements a simple notes system, allowing users to create, list, and summarize text notes.

GovNavigator

An MCP server that enables users to search and navigate Madison, Wisconsin municipal ordinances using a TF-IDF search index. It provides specific code sections and citations to answer questions about local regulations like building permits and zoning.

TestRail MCP Server

用于 TestRail 的 MCP 服务器 (Yòng yú TestRail de MCP fúwùqì)

Remote MCP Server

Enables deployment of MCP servers on Cloudflare Workers without authentication, allowing users to create custom tools and connect them to AI clients like Claude Desktop or Cloudflare AI Playground. Provides a template for building remote MCP servers that can be accessed via HTTP endpoints.

Playwright MCP

Enables browser automation and web page interaction through Playwright's accessibility tree, allowing LLMs to navigate, fill forms, click elements, and extract content without requiring vision models or screenshots.

MCP Office Word Server

A Python server implementing Model Context Protocol for advanced Microsoft Word document manipulation, enabling programmatic automation of complex document processing tasks.

shadcn-ui MCP Server

Provides reference information for shadcn/ui components through a Model Context Protocol server that helps AI assistants access component documentation and examples.

BlenderMCP

Connects Blender to Claude AI through the Model Context Protocol, enabling AI-assisted 3D modeling, scene creation, and manipulation through natural language commands.

Astro Docs MCP Server

一个 MCP 服务器，为 AI 助手提供访问 Astro 文档的权限，使其能够在帮助用户处理与 Astro 相关的任务时搜索和参考 Astro 文档。

keycloak-source-mcp

An MCP server that enables AI assistants to navigate, search, and analyze local Keycloak source code to support developer customizations like SPIs and authenticators. It provides tools for searching classes, generating boilerplate code, detecting breaking changes between versions, and tracing dependencies.

Systemonomic

Model work domains using Cognitive Work Analysis, score tasks for AI suitability, and design organisations.

Trace MCP

Detects schema mismatches between data producers and consumers through static analysis, supporting extraction, comparison, code generation, and automated validation with watch mode for MCP tools, APIs, and service contracts.

Mediastack News MCP Server

Provides access to the Mediastack News API, enabling users to fetch the latest news stories and browse news sources with filtering options by keywords, countries, languages, and categories.

UIAutomator2 MCP Server

A FastMCP framework-based server providing Android device automation control capabilities, enabling UI interactions, device management, and application control through natural language.

Akave MCP Server

Enables AI models to interact with Akave's S3-compatible storage by providing tools for managing storage buckets and objects through standardized Model Context Protocol (MCP).

LLM Responses MCP Server

允许多个 AI 代理共享和阅读彼此对同一提示的回复，使它们能够反思其他 LLM 对同一问题的看法。

Keploy

Keploy is an open-source AI-powered testing platform that helps developers achieve up to 90% test coverage in minutes without writing manual tests. It captures real API traffic and automatically converts it into test cases with mocks and stubs, ensuring faster, reliable integration and regression te

Streamable HTTP MCP Server

A simple MCP server implementation that demonstrates streaming capabilities with tools for greetings and notifications, accessible through an interactive command-line client.

Documentation Retrieval & Web Scraping

Enables retrieval and cleaning of official documentation content for popular AI/Python libraries (uv, langchain, openai, llama-index) through web scraping and LLM-powered content extraction. Uses Serper API for search and Groq API to clean HTML into readable text with source attribution.

Certificate Search MCP Server

Enables SSL/TLS certificate search and analysis using crt.sh data, supporting domain certificate discovery, subdomain enumeration, and security auditing through Cloudflare Workers deployment.

SurrealDB MCP Server

将你的AI模型连接到你最喜欢的SurrealDB数据库，让LLM为你完成所有工作。

MCP Smart Contract Analyst

Enables interaction with the Monad blockchain to analyze smart contract source code for functionality and security, with decompilation support for unverified contracts.

Notion-Anki MCP Server

Automatically generates Anki flashcards from Notion pages by extracting questions and answers from toggle blocks. Uses OpenAI to enhance card quality and imports them directly into Anki via AnkiConnect for spaced repetition learning.

Quest Apartment Hotels MCP Server

Enables AI assistants to search for Quest Apartment Hotels across Australia by interpreting location-based queries for cities, suburbs, and landmarks. It calculates distances to the nearest properties and provides detailed hotel data including amenities, pricing, and ratings.

Tavily MCP Server

这个服务器使人工智能系统能够与 Tavily 的搜索和数据提取工具集成，从而提供实时的网络信息访问和特定领域的搜索。

Universal OpenAI Vector Store MCP Server

Provides comprehensive management of OpenAI Vector Stores, allowing AI assistants to upload files, manage vector databases, and handle batch operations via the OpenAI API. It supports multiple deployment methods, including Cloudflare Workers and local NPM installation, for seamless integration with MCP-compatible clients.

Claude Code MCP Server

Wraps Claude Code as a server using the Model Context Protocol (MCP), allowing teams to interact with Claude Code through a Slack bot interface.

Literature Manager MCP

An MCP server for organizing research papers, books, and digital sources by tracking reading progress and taking structured notes. It enables AI assistants to manage literature databases and link sources to specific concepts within a knowledge base.