Discover Awesome MCP Servers

react-analyzer-mcp

A Docker-managed MCP server for analyzing React codebases and generating component documentation from mounted workspaces. It enables users to scan projects, analyze JSX/TSX strings directly, and generate Markdown docs while ensuring safe path handling.

MCPGTCG

An MCP server for the Genius Invokation TCG simulator that allows AI models to interact with the game through a structured interface. It provides comprehensive tools for querying game states, accessing indexed card data, and executing gameplay actions like elemental tuning and character selection.

argus

An agentic QA framework that authors, generates, triages, and self-heals Playwright tests for any web app, usable from Claude Code/Desktop as an MCP server or from CI as a CLI.

superhighway-mcp

An MCP server that provides real-time web search to AI agents via a pay-per-search USDC microtransaction system.

MCP Database Filesystem

Enables SQL Server database operations (queries, table management) and file system access (read, write, directory listing) with security controls. Supports comprehensive database interactions and file management through a unified MCP interface.

Olostep MCP Server

Mirror of

Pyke MCP Server

An MCP server for the Pyke logic programming engine that enables LLMs to perform logical reasoning using knowledge bases with facts, rules, and queries. It supports session management, forward chaining inference, and bulk loading of programs in Logic-LLM format.

Firebase Realtime Database API MCP Server

An MCP Server that provides natural language access to Google's Firebase Realtime Database API, enabling database operations and management through conversation.

mal-mcp

A Model Context Protocol server that provides access to MyAnimeList's API for anime and manga data. It enables users to search, view rankings, manage their personal lists, and get recommendations through Claude and other MCP clients.

Firestore MCP Server

Enables AI assistants to interact with Firebase Firestore databases through full CRUD operations, collection management, and advanced query support. It features automatic type conversion for Firestore-specific data and tools for counting or filtering documents.

json-validate

MCP server for validating JSON against JSON Schema and repairing malformed/invalid JSON.

TOON MCP Server

Enables users to convert structured data into Token-Oriented Object Notation (TOON) to reduce LLM token usage and costs by up to 70%. It provides tools for encoding, decoding, and analyzing data formats like JSON, CSV, and XML to optimize prompt efficiency.

doc-mcp-server

Enables AI to efficiently analyze and extract structured data from complex documents, especially Excel files, by providing tools like section reading and field mapping to reduce token usage and improve success rates.

AWS Athena MCP Server

Enables execution of SQL queries against AWS Athena databases with schema discovery, query status management, and result retrieval through a standardized Model Context Protocol interface.

mailchimp-mcp

An MCP server that interfaces with the Mailchimp Marketing API to manage audiences, email campaigns, and subscribers. It enables users to create and schedule campaigns, handle member lists, and send test or live emails through natural language commands.

TrustMRR MCP Server

Connects AI assistants to the TrustMRR API to browse, filter, and analyze startup listings by revenue, MRR, and growth metrics. It enables detailed retrieval of startup financials and pricing for comprehensive deal analysis.

Ambari MCP Server

Enables AI assistants to manage Apache Ambari clusters, including services, hosts, alerts, and configurations via the MCP protocol.

Icelandic Law MCP

Provides access to 1,709 Icelandic statutes and 19,026 provisions with full-text search, citation validation, and EU/EEA law integration, enabling legal research and compliance checks through natural language queries.

MemLayer

Agent learning infrastructure that captures experience, surfaces what works, and builds reusable capabilities. MCP-native with 94.4% LongMemEval accuracy.

Deep Research MCP Server

Enables iterative deep research by integrating AI agents with search engines, web scraping, and large language models for efficient data gathering and comprehensive reporting.

MetaTrader5 MCP Server

Enables access to MetaTrader5 market data and trading functionality, including real-time quotes, historical OHLCV data, tick data, symbol information, and technical indicators for forex and other trading instruments.

Slack Notification MCP Server

Enables Claude AI to send real-time notifications to Slack channels with support for rich formatting, multiple channels, and customizable message styling for workflow automation and task completion alerts.

macos-desktop-control

Provides native macOS desktop automation for AI agents, enabling screen capture, mouse/keyboard control, window management, and iOS/Android simulator control in both foreground and background modes without focus stealing.

Binance MCP Server

A Model Context Protocol server that exposes Binance cryptocurrency exchange data to LLMs, allowing agents to access real-time prices, order books, and historical market data without requiring API keys.

MCP Server Chart MinIO

基于 NestJS 的图表生成服务，集成 MinIO 对象存储，支持 22+ 种图表类型的服务器端渲染。

Fifth Elephant MCP Server

A demonstration MCP server providing basic tools for returning greetings and performing mathematical addition. It serves as a practical workshop guide for setting up and configuring Model Context Protocol servers from scratch using Python.

MCP SSE Ory Server

Implements a Model Context Protocol server using Server-Sent Events for real-time communication with OAuth 2.1 integration via Ory Network, enabling secure AI model communication with authentication and client management.

MCP AppleMusic Server

Allows controlling Apple Music on macOS through an MCP server that supports playback control, volume adjustment, and music search functionality.

Jokes MCP Server

Enables users to fetch jokes from various categories including Chuck Norris jokes and dad jokes. Provides a humor-focused experience through natural language requests integrated with Microsoft Copilot Studio.

@prmaat/mcp

Enables Claude and other MCP clients to interact with PrMaat identities, rooms, and audit proofs via tools like prmaat_me, prmaat_verify, prmaat_rooms_list, prmaat_room_read, prmaat_room_post, and prmaat_audit_proof.