Discover Awesome MCP Servers

React + TypeScript + Vite

A test of making a simple word editor using the Figma MCP server with Cursor. This test is a one shot prompt from Figma with all the components created. No clean up in the code.

QueryNest

A MongoDB multi-instance query service built on MCP that provides intelligent database structure discovery, semantic analysis, and natural language query generation for MongoDB databases.

Google Ads MCP Server

Enables interaction with Google Ads through secure OAuth authentication to discover keyword ideas, analyze historical search metrics, and generate forecasts for advertising campaigns. Built as a Next.js application with encrypted credential storage and rate limiting.

Materials MCP

A Model Context Protocol server that provides access to materials databases through the OPTIMADE API, with focus on Google DeepMind's GNoME dataset containing millions of predicted crystal structures.

it2mcp

An MCP server that enables AI assistants to control iTerm2 sessions, windows, tabs, and profiles using the official iTerm2 Python API. It includes a security model with session tagging and tiered permissions to ensure safe and controlled terminal interactions.

MCP SSE Proxy

Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applications like Claude Desktop to connect to remote MCP servers that use SSE transport.

StateWeave

Cross-framework cognitive state serializer for AI agents. Export, import, and diff agent state across 10 frameworks.

MCP-Server-Inbox

MCP server that integrates with inBox note-taking API, allowing users to create notes through any MCP client using conversation-based interactions.

Skill-to-MCP

Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

Zulip MCP Server

A Model Context Protocol server that enables AI assistants like Claude to interact with Zulip workspaces, supporting capabilities such as posting messages, listing channels, sending direct messages, and accessing conversation history.

Supabase MCP Server - Self-Hosted Edition

Enables comprehensive management of self-hosted or cloud Supabase instances with 54+ tools for database operations, authentication, storage, real-time subscriptions, migrations, monitoring, and security auditing.

MCP-Gemini

A prompt management system for Google Gemini Pro that includes caching, security filtering, logging, and metrics collection.

Pedigree MCP Server

Generates family pedigree tree diagrams as PNG or SVG images using standard genetic notation compliant with Bennett 2008/2022 NSGC guidelines. Supports comprehensive genealogical features including conditions, genetic testing results, twin relationships, carrier status, and adoption indicators.

SevenRooms MCP Server

Enables restaurant reservation management through SevenRooms API, allowing users to create reservations and query available time slots with guest details and party size information.

Awesome MCP FastAPI

A production-ready MCP server built with FastAPI, providing an enhanced tool registry for creating, managing, and documenting AI tools for Large Language Models (LLMs).

SNOTEL MCP Server

Provides access to real-time and historical snow conditions, weather data, and snowpack analysis from over 800 SNOTEL stations across the western United States through the USDA Air and Water Database API.

GitHub Workflow Debugger

A utility that helps diagnose and fix GitHub Actions workflow failures by analyzing run logs, identifying common failure patterns, and suggesting specific fixes through a structured decision tree.

Code Search MCP Server

High-performance code understanding toolkit that enables batch reading of multiple files with dependency context, structural outline extraction with Java annotation awareness, and precise location of classes/methods across large codebases.

Cursor DB MCP Server

Enables querying, searching, and analyzing Cursor IDE conversation history from SQLite workspaceStorage databases. Supports exporting chat data in multiple formats and provides workspace utilities for managing conversation data across projects.

MCP Server

Model Context Protocol server that enables API test automation across various AI hosts (Claude, OpenAI, custom) using Postman Collections.

Global MCP Stock Server

Provides real-time access to global stock market data including current prices, historical charts, and company financial information through a Model Context Protocol (MCP) server for AI assistants.

🚀 MCP Server for Autonomous Development Agents

🚀 MCP Server: Platform enabling AIs to act as autonomous developers. From idea conception to final testing, automating the entire software development process. #AutonomousDev #AI #Innovation #SoftwareEngineering #FutureOfDev

University Rankings MCP Server

Enables querying and analysis of Chinese university discipline assessments, including searching universities and disciplines, filtering by evaluation grades, browsing by province, and generating rankings based on various metrics.

Puppeteer Swarm MCP

Enables browser automation with concurrent tab pool management using Puppeteer. Supports navigation, content extraction, screenshots, element interaction, and JavaScript execution across multiple browser tabs with auto-recovery and idle timeout features.

Croft

MCP server for all of your Laravel projects - better AI pair programming, coming soon..

Shell Server

A Model Context Protocol server that enables users to execute arbitrary shell commands through a terminal tool. It supports custom working directories, configurable execution timeouts, and safe command parsing using shlex.

Property Valuation Server

Provides professional property assessment capabilities including community ratings, community valuations, and individual property appraisals for real estate transactions, investment due diligence, and risk management in China.

Georgia Tech MCP Server

A Model Context Protocol server that provides LLMs with access to Georgia Tech's OSCAR course schedule system, enabling search for courses, subjects, and detailed course information.

MCP DOS - Classic DOS Gaming Server

Provides access to classic DOS games like DOOM, Super Mario, Tetris, and Duke Nukem 3D through js-dos emulation, allowing users to play these legendary games directly from their AI assistant.

mcp-flight-search

A Model Context Protocol Server search realtime flight detail with multiple fligh carrier, price , stop , time duration for any given date using simple prompt