Discover Awesome MCP Servers

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.

Dataverse MCP Server

Enables comprehensive management of Microsoft Dataverse environments, including schema operations for tables, columns, and relationships through the Dataverse Web API. It also supports solution management, security role configuration, and the generation of WebAPI calls and Mermaid ERD diagrams.

Report Builder MCP Server

Formats AI agent outputs into professional reports, emails, and documents with branding, quality validation, and executive summaries for enterprise AI operations.

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.

Runn MCP Server

Connects AI assistants to the Runn.io resource planning platform to manage projects, people, assignments, and financial forecasts. It provides 37 tools for accessing real-time data and comprehensive reports with built-in caching and role-based access control.

Docker MCP Server

An MCP server that enables managing Docker containers through natural language commands, allowing users to create, list, and delete containers. It facilitates automated container orchestration and integrates with VS Code via the Cline extension.

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

test mcp server

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.

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

This repository demonstrates how to use AutoGen to integrate local and remote MCP (Model Context Protocol) servers. It showcases a local math tool (math_server.py) using Stdio and a remote Apify tool (RAG Web Browser Actor) via SSE for tasks like arithmetic and web browsing.

MCP Quickstart Weather Server

A basic MCP server adapted from the official quickstart guide that provides weather data functionality and works with OpenAI chat completions API. Demonstrates MCP server setup with configuration examples for Claude Desktop and development tools.

MCP Chess Server

Provides Chess.com player data integration, enabling AI assistants to fetch real-time chess player profiles and comprehensive statistics including ratings, game counts, and performance metrics from Chess.com's public API.

Dock AI MCP

Discover which MCP servers can interact with real-world entities like restaurants, hotels, and salons by querying the Dock AI registry using domain names.

spec-score-mcp

Score your specs before an LLM builds from them. Scores on 4 axes (completeness, clarity, constraints, specificity), calculates a balance score, and returns a verdict with radar chart visualization.

Dev MCP Prompt Server

A lightweight server that provides curated, high-quality prompts for common development tasks like UI/UX design, project setup, and debugging to enhance AI-powered development workflows.

mcp-weather

An MCP server that aggregates data from six weather sources to provide current conditions, forecasts, air quality, and aviation METAR information, specifically optimized for European and Nordic locations. It supports multi-source data merging and functions without API keys for several integrated providers.

Gmail MCP Server

Enables sending emails through Gmail using Google's Gmail API. Requires OAuth authentication setup through Google Cloud Console.