Discover Awesome MCP Servers

mcp-server-calc

测试 MCP 服务器 (Cèshì MCP fúwùqì)

NSE/BSE MCP Server

An MCP server that provides comprehensive Indian stock market data from the NSE and BSE, including live quotes, historical trends, and fundamental analysis. Users can compare stock performance, track major indices, and access financial statements without the need for an API key.

Compass

MCP Compass 是一种发现和推荐服务，它通过自然语言查询来帮助 AI 助手查找和理解模型上下文协议 (Model Context Protocol) 服务器。

MCP Weather SSE Server

一个 MCP 服务器，通过服务器发送事件（Server-Sent Events）和 OpenWeatherMap API 将 AI 助手连接到实时天气数据。

Get笔记 MCP Server

Integrates with Get笔记 (GetBiji) API to enable AI-powered knowledge base search and retrieval. Provides tools for enhanced semantic search, raw content recall, and rate limit monitoring.

Finnhub MCP Server

An MCP server that provides access to financial market data via the Finnhub API, focusing on earnings calendars. It allows users to retrieve historical and upcoming earnings announcements including EPS and revenue data.

Nutrient Document Engine MCP Server

Enables AI agents and users to process documents through natural language, supporting PDF operations like text extraction, redaction, splitting, form filling, annotations, and content search.

AgentGo MCP Service

A Model Context Protocol service that enables agent authentication and integration with TrustGo platform, providing access to real-time data like price, sigma score, and mindshare bubble analytics.

Urlbox MCP Server

Enables users to capture high-quality website screenshots, generate PDFs, and convert web content to HTML or markdown via the Urlbox API. It supports advanced features like ad-blocking, cookie banner removal, and metadata extraction directly through natural language prompts.

Activity Collector MCP

Collects and aggregates developer activity data from GitLab, GitHub, Google Calendar, and Outlook Calendar. Enables tracking of commits, pull requests, code reviews, issues, and meeting information across multiple platforms with secure OAuth authentication.

Mnemosyne MCP

An active, stateful software knowledge graph engine that serves as an 'all-knowing development partner' for AI agents and human developers by modeling software projects into queryable knowledge graphs.

CucumberStudio MCP Server

实现一个模型上下文协议服务器，该服务器从 CucumberStudio 向 AI 助手提供上下文，使它们能够获取数据并生成或修改测试场景、特性和其他 CucumberStudio 资源。

Professional Penetration Testing MCP Server

Provides access to over 40 industry-standard penetration testing tools, including Nmap, SQLMap, and Metasploit, within an isolated Kali Linux Docker container. It enables security professionals to perform comprehensive network reconnaissance, web application testing, and vulnerability research through natural language commands.

🤖 MCP Server Examples with AutoGen

这个仓库演示了如何使用AutoGen来集成本地和远程的MCP（模型上下文协议）服务器。它展示了一个使用Stdio的本地数学工具（math_server.py）和一个通过SSE的远程Apify工具（RAG Web Browser Actor），用于执行诸如算术和网页浏览等任务。

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.

UniFi MCP Server

Enables comprehensive management of UniFi network infrastructure through the UniFi Cloud API, including device control, client management, camera settings, and access door control through natural language.

Kael MCP Server

AI Swiss Army Knife — web fetch, search, screenshots, PDF extraction, code execution, and async task runner. One MCP server, 8 tools, 10x cheaper than alternatives.

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.

Remote MCP Server on Cloudflare (Authless)

A template for deploying a Model Context Protocol server to Cloudflare Workers without requiring authentication. It enables the hosting of remote tools that can be accessed via SSE by the Cloudflare AI Playground or local clients like Claude Desktop.

Next.js DevTools MCP

Provides specialized development tools and utilities for Next.js, allowing AI agents to perform runtime diagnostics and access official documentation. It enables automated context initialization and real-time interaction with Next.js development servers to query application state.

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.

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