Discover Awesome MCP Servers

QMYZ-MCP

An MCP server for the Qingma Yizhan (青马易战) platform that provides automated quiz-answering capabilities. It enables users to retrieve course lists, fetch question details, and submit answers through a unified model context interface.

MCP Learning Project

A comprehensive tutorial project that teaches Model Context Protocol (MCP) development from beginner to advanced levels, covering both server-side and client-side development.

Excel Online MCP Server by CData

Excel Online MCP Server by CData

Obsidian Nexus

Connects Claude Desktop to Obsidian vaults to enable reading, writing, searching, and intelligent organization of markdown notes. It features pre-configured structures for personal and family data management through natural conversation.

MCP Character Count

Enables counting characters or bytes in text with options to include or exclude whitespace. Provides a simple tool for text analysis and length measurement.

Garmin Workouts MCP Server

Enables creation, management, and scheduling of Garmin Connect workouts from natural language descriptions, plus viewing activities, calendar data, and weather information from completed workouts.

OpticMCP

Provides camera and vision tools for AI assistants to list available cameras, capture images from USB cameras, and save frames to disk for use with LLMs.

scvi-tools MCP Server

Enables deep probabilistic analysis of single-cell omics data using scvi-tools through natural language. Supports SCVI for scRNA-seq analysis, SCANVI for cell type annotation, TOTALVI for multi-modal RNA/protein data, and PEAKVI for scATAC-seq analysis.

SMMS_Semantic-Map-MCP-Server

El repositorio SMMS crea un servidor MCP para mapas semánticos a nivel de instancia y proporciona una serie de módulos funcionales para objetos de instancia 3D en mapas semánticos.

Tembo MCP Server

Enables interaction with the Tembo API to manage organization tasks and view enabled code repositories. Users can create, search, and list tasks or retrieve account information directly through MCP-compatible clients.

bluemouse

BlueMouse is the "Prefrontal Cortex" for LLMs. It uses a 180k+ failure pattern database to validate code logic before execution, acting as a rigorous Quality Gate to prevent hallucinations and unsafe operations.

WinsecMCP

Windows Hardening MCP Server

Video Clip MCP

A Model Context Protocol server that provides video manipulation capabilities, allowing users to clip, merge, and split video files through MCP integration.

HealthcareRAGTools

An agentic AI system that enables healthcare professionals to log patient symptoms, retrieve similar clinical cases, and search medical documents using RAG. It integrates a Chroma vector database with the Model Context Protocol to provide real-time clinical decision support.

MCP Notes

Un sistema de gestión del conocimiento personal que transforma las notas diarias en conocimiento organizado y fácil de buscar utilizando el Protocolo de Contexto del Modelo.

Complexipy MCP Server

Analyzes cognitive complexity of Python code by scanning files and directories to identify functions exceeding complexity thresholds using the complexipy library.

InfiniteMCP

A meta-MCP server that acts as a universal gateway, allowing users to discover and execute tools from thousands of other MCP servers through semantic search. It dynamically loads servers on demand and provides standardized functions for searching, discovering, and running tools across the entire MCP ecosystem.

exif-mcp

An offline MCP server that allows LLMs or humans to extract and analyze metadata from images using the exifr library, supporting various image formats and metadata segments without external tools.

Serper Google Search Server

Permite la integración de la funcionalidad de búsqueda de Google en aplicaciones habilitadas para MCP (Plataforma de Comunicación Modular) utilizando la API de Serper, proporcionando resultados de búsqueda enriquecidos, parámetros configurables y un manejo eficiente de las respuestas.

Insights Knowledge Base MCP Server

A free, plug-and-play knowledge base server that provides access to 10,000+ insight reports with secure local data storage.

MCP Server for Apache Gravitino

A FastMCP integration server that provides access to Apache Gravitino metadata management APIs, allowing users to manage catalog/schema/table metadata, tags, and user-role information through a structured interface.

MCP Multi-Context Hook Generator

Automatically generates typed React hooks for Next.js projects by crawling API routes, GraphQL queries, and components. Analyzes pages to suggest optimal render modes (SSR/CSR/ISR) and produces comprehensive documentation with AI-powered guidance.

mcp-inscription

Enable AI assistants to interact directly with Bitcoin Ordinals inscriptions. Seamlessly integrates with Goose and Claude Desktop to retrieve and display inscription content from transactions.

MCP Document Reader

Un servidor de Protocolo de Contexto de Modelo (MCP) que permite la interacción con documentos PDF y EPUB, diseñado para funcionar con Windsurf IDE de Codeium.

mcp-n8n-builder

🪄 Servidor MCP para la creación y gestión programática de flujos de trabajo de n8n. Permite que los asistentes de IA construyan, modifiquen y gestionen flujos de trabajo sin la intervención directa del usuario a través de un conjunto completo de herramientas y recursos para interactuar con la API REST de n8n.

abuseipdb_mcp

Here are a few ways to translate "MCP server for AbuseIPDB API" into Spanish, depending on the nuance you want to convey: * **Servidor MCP para la API de AbuseIPDB:** This is the most direct and literal translation. It's suitable if you're talking about a server specifically designed to work with the AbuseIPDB API. * **Servidor MCP para usar con la API de AbuseIPDB:** This translates to "MCP server to use with the AbuseIPDB API." It emphasizes the server's purpose. * **Servidor MCP que utiliza la API de AbuseIPDB:** This translates to "MCP server that uses the AbuseIPDB API." It highlights that the server leverages the API. * **Servidor MCP con integración de la API de AbuseIPDB:** This translates to "MCP server with AbuseIPDB API integration." It suggests the API is built into the server. The best option depends on the specific context. If you can provide more information about what the MCP server does, I can give you a more precise translation.

MCP Waifu Queue

Un servidor MCP que implementa un personaje 'waifu' de IA conversacional utilizando un servicio de generación de texto con colas Redis y aceleración por GPU.

MLflow Prompt Registry MCP Server

Espejo de

MCP Everything

Un servidor de pruebas que implementa todas las características del protocolo MCP, incluyendo prompts, herramientas, recursos y muestreo, diseñado para probar clientes MCP en lugar de aplicaciones prácticas.

MCP Learning

A learning-focused MCP server that demonstrates how to build arithmetic tools for AI assistants, currently featuring addition functionality with structured input/output.