Discover Awesome MCP Servers

Hugging Face Hub MCP Server

Enables access to the Hugging Face Hub API to search and retrieve information about machine learning models, datasets, and their metadata. Provides comprehensive tools for exploring the Hugging Face ecosystem including model details, dataset information, and parquet file access.

GitHub-Gemini MCP Server

An advanced Model Context Protocol server that integrates GitHub repositories with Google Gemini AI to provide intelligent code assistance, analysis, and repository management operations.

ID Factory MCP Server

Provides unified ID handle resolution and querying functionality through the ID Factory API, supporting single and batch ID parsing, component analysis, and detailed metadata retrieval including site information, attribution, and permissions.

Garmin Workouts MCP

Garmin Workouts MCP is a standalone MCP server for Garmin Connect workouts. It is intended as a focused extension for workflows that need a bit more structure around Garmin workout payloads, especially strength training.

Insecure MCP Demo

A deliberately vulnerable MCP server that allows clients to interact with a database for educational purposes, demonstrating security vulnerabilities including SQL injection, arbitrary code execution, and sensitive data exposure.

trae-swagger-mcp

Enables Trae IDE to parse and query Swagger/Knife4j API documentation by converting JSON format interface documents into a searchable text format, allowing developers to efficiently retrieve API information through natural language queries.

AgentOps MCP

The AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.

Freepik Flux AI MCP Sunucusu

Servidor MCP para generar imágenes con la API Freepik Flux-Dev

YCloud WhatsApp API MCP Server

Un servidor que permite a modelos de IA como Claude interactuar directamente con la API de WhatsApp de YCloud a través del lenguaje natural, generando automáticamente herramientas a partir de la especificación OpenAPI.

Rentcast MCP Server

Enables intelligent property data analysis through the Rentcast API with optimized API call allocation. Provides comprehensive real estate market insights, property valuations, rental estimates, and listings data with built-in rate limiting and fallback mechanisms.

Istedlal MCP Server

Provides AI agents with access to file metadata, vector search, and workflow metrics. It enables operations such as file metadata retrieval and semantic search over file embeddings using pgvector.

Think Tool MCP Server

Un servidor MCP que implementa la herramienta "think" de Anthropic.

Making MCPs Accessible for Everyone 🚀

Klavis AI (YC X25): Infraestructura MCP de código abierto para todos.

Qiita MCP Server

Espejo de

MCP Orchestration System

A master control platform that orchestrates intelligent agents with a plug-and-play architecture, allowing users to manage and coordinate multiple AI agents through a unified system.

Ollama MCP Server

Enables complete local Ollama management including listing models, chatting with local LLMs, starting/stopping the server, and getting intelligent model recommendations for specific tasks through natural language commands.

MCPSuno

Suno AI music generation with custom lyrics, song extension, cover/remix creation, lyrics generation, and persona management for reusable voice styles.

tft-oracle

Stop LLMs from hallucinating TFT data. tft-oracle gives AI assistants accurate, up-to-date game knowledge sourced from CommunityDragon.

Crystal MCP Server

A TypeScript MCP server that enables AI assistants to create, manage, and manipulate 'crystals' - structured data containers for storing complex analysis, code, and knowledge that can be exported and reimported across different AI conversations.

ActiveCollab MCP Server

A local Model Context Protocol server that enables secure interaction with self-hosted ActiveCollab instances. It allows users to query projects, tasks, time records, and team notifications through natural language while keeping API credentials local.

MCP Server Trello

Espejo de

Remote-MCP

A type-safe solution that enables remote access to Model Context Protocol (MCP) services, allowing clients to connect to centralized MCP implementations without waiting for official remote support.

WDIO MCP Server

A custom Model Context Protocol server that enables GitHub Copilot Agent to perform browser automation testing using WebdriverIO tools through natural language instructions.

Figma MCP Server

Permite que Cursor acceda a archivos de Figma a través del Protocolo de Contexto del Modelo, mejorando su capacidad para interpretar y utilizar con precisión los datos de diseño para la generación de código.

Rover MCP Server

Enables AI assistants to search for pet sitters, manage bookings, and handle pet profiles through the Rover pet services marketplace. It facilitates direct communication with sitters and service management using Playwright-based browser automation.

MediaWiki API MCP Server

Enables LLMs to interact with MediaWiki installations as a bot user, supporting page editing, searching, moving, deleting, comparing revisions, and retrieving site information through the MediaWiki API.

QualAI

AI-powered qualitative research analysis server that provides 20 specialized tools for coding, thematic analysis, theory building, and validation using community-contributed methodologies through RAG-enhanced analysis.