Discover Awesome MCP Servers

MCP-Add-Weather

A multi-agent system that connects a math server and weather server, allowing users to perform mathematical operations and retrieve weather information based on the numerical results.

Refine Prompt

An MCP server that uses Claude 3.5 Sonnet to transform ordinary prompts into structured, professionally engineered instructions for any LLM. It enhances AI interactions by adding context, requirements, and structural clarity to raw user inputs.

Chrome History & Bookmarks MCP Server

Enables AI assistants to search and analyze Chrome browser history and bookmarks data locally, including keyword searches, date range filtering, recent browsing activity, and usage statistics across all platforms.

UI Screenshot Comparison MCP

Enables automated visual testing by comparing screenshots against baseline images using OpenAI to verify UI consistency. It generates detailed performance reports in both terminal and Excel formats based on provided user stories and acceptance criteria.

MCP Coordinator

Acts as a proxy for multiple MCP servers, reducing context window usage from 15,000+ tokens to ~500 tokens by dynamically loading servers on-demand and exposing only 3 tools instead of all tool definitions.

MCP API Documentation System

A fully automated system that analyzes Django REST Framework ViewSets to generate accurate OpenAPI 3.0 specification documentation without manual configuration.

GenZ MCP Server

A streamlined MCP server that provides essential AI-powered tools for interactive development chat and systematic root cause analysis. It supports multiple AI providers to help developers brainstorm technical solutions and perform evidence-based debugging.

mcp-server-calc

测试 MCP 服务器 (Cèshì MCP fúwùqì)

bingcn

A Chinese Bing search tool based on MCP protocol, which supports calling through AI tools such as Claude, and can obtain webpage content without API keys.

SQLite MCP Server

一个轻量级的模型上下文协议 (MCP) 服务器，使大型语言模型 (LLM) 能够自主地与 SQLite 数据库交互。

Music21 Composer MCP

A composition-focused server built on music21 for generative music workflows, enabling melody generation, musical transformations, chord reharmonization, counterpoint creation, and MIDI export through constraint-based algorithmic composition tools.

Proxmox MCP Server

Enables comprehensive management of Proxmox Virtual Environment through 35 tools for VMs, containers, storage, backups, snapshots, and cluster operations via the Proxmox VE API.

MCP Server Tauri

Enables AI assistants to build, test, and debug Tauri v2 applications with UI automation, IPC monitoring, mobile device management, and real-time access to screenshots, DOM state, and console logs.

MCP Appium

Enables AI agents to automate Android mobile device testing through Appium, with automatic device detection, screen element inspection, and natural language test scenario execution.

Captain Data MCP API

一个中间件 API，可以将 ChatGPT 等 AI 助手连接到 Captain Data 工具，以便从 LinkedIn 公司和个人资料页面提取信息。

Think MCP

Enables structured step-by-step reasoning with branching, revisions, and self-critique to help break down complex problems into manageable steps with confidence tracking and thought history search.

Zoom API MCP Server

Enables interaction with Zoom services through the Zoom API. Provides access to Zoom's functionality for meeting management, user operations, and platform features through natural language.

crawleo-mcp

Crawleo is a privacy-first, real-time web search and crawling API built for LLM applications, RAG pipelines, AI agents, and automation workflows. With a single API call, Crawleo performs live web search, optionally crawls result pages, and returns clean, AI-ready data in formats like Markdown, Text

traverse

Enables AI models to generate interactive, clickable code walkthrough diagrams using Mermaid code and node descriptions. It provides a web interface for viewing, persisting, and sharing these diagrams via a local database and a dedicated share server.

m365-copilot-mcp

Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop using Microsoft 365 Copilot APIs. It enables natural language queries across SharePoint, OneDrive, emails, calendars, and Teams meetings while maintaining full enterprise permission enforcement.

APLCart MCP Server

An MCP server providing access to the APLCart idiom collection with semantic search and syntax matching capabilities. It enables users to find APL expressions and idioms through natural language queries, keyword searches, and exact syntax lookups.

arch-mcp

Arch MCP provides three main capabilities: * Access to Arch Wiki, AUR packages, official repos, and installed packages * Search, analyze, and securely install packages with built-in 50+ safety checks * Guided workflows for troubleshooting, security audits, and dependency analysis

MCP Server for Smithery Integration

MCP Server for integrating Greptile API with Smithery Framework, featuring rate limiting and API abstraction

Workflow MCP Server

Enables AI assistants to evaluate task complexity, verify package installation safety, and log complex reasoning processes. Provides structured assessment of multi-step tasks and environment validation for safer code execution workflows.

Microsoft Teams MCP Server by CData

Microsoft Teams MCP Server by CData

IR Toolshed MCP Server

A Model Context Protocol server that provides network analysis tools for security professionals, enabling AI models like Claude to perform tasks such as ASN lookups, DNS analysis, WHOIS retrieval, and IP geolocation for security investigations.

k6-mcp-server

一个模型上下文协议 (MCP) 服务器的实现，它允许 AI 助手通过自然语言命令运行 k6 负载测试，并支持自定义测试时长和虚拟用户数量。 (Alternatively, a slightly more literal translation:) 一个模型上下文协议 (MCP) 服务器实现，允许 AI 助手通过自然语言命令来运行 k6 负载测试，支持自定义测试持续时间和虚拟用户。

Python MCP Server

一个模型上下文协议服务器，用于提取和分析 Python 代码结构，重点关注文件之间的导入/导出关系，以帮助 LLM 理解代码上下文。 (Simplified version, emphasizing clarity and common usage:) 一个模型上下文协议服务器，它提取并分析 Python 代码结构，特别是文件之间的导入/导出关系，从而帮助 LLM 理解代码上下文。