Discover Awesome MCP Servers

ROS MCP Server

Facilitates robotic movement control by providing functions that enable precise manipulation of linear and angular velocities through natural language commands, compatible with both ROS and ROS2.

Scansca - MCP Database Connector (under-development)

Servidor MCP para bases de datos principales

Typecast API MCP Server

Enables seamless integration with Typecast API through the Model Context Protocol, allowing clients to manage voices, convert text to speech, and play audio in a standardized way.

MCP-Server

A Flask-based MCP server with web GUI that provides utility tools for mathematical calculations, text analysis, string transformations, timestamps, and Fibonacci sequence generation.

Git Workflow MCP Server

Enables AI assistants to interact with local Git repositories for operations like status, commits, branching, and diffs, plus GitHub API integration for managing pull requests when authenticated.

MCP Replicate FLUX

A Model Context Protocol server that generates images using Replicate's FLUX model and stores them in Cloudflare R2, allowing users to create images through simple prompts and retrieve accessible URLs.

IIA-MCP Server

A Model Context Protocol server that provides AI assistants with access to Institute of Internal Auditors professional standards, guidance documents, and resources for accurate audit guidance and compliance validation.

Agents Registry MCP Server

Enables AI agents to discover each other and communicate through cryptographically verified messaging and secure inbox management via the Agents Registry. It provides tools for Ed25519-based identity authentication, message signing, and agent discovery across domains.

MCP Server Learning

Enables educational and learning tasks including flashcard generation with Anki integration, Zotero library management, Obsidian vault interaction, and mathematical expression verification with LaTeX support.

Looking-Glass-MCP

A Model Context Protocol server that provides network probing capabilities through Looking Glass vantage points, allowing users to perform global network diagnostics like ping, BGP route lookups, and traceroute operations from multiple locations worldwide.

Redis MCP Server

Permite a los usuarios realizar operaciones en la base de datos Redis utilizando las herramientas del Protocolo de Contexto de Modelo (MCP), lo que permite una gestión eficiente de los datos a través de comandos como establecer, obtener y escanear campos hash.

GraphRAG Llama Index MCP Server

Enables AI agents to query a local knowledge graph built from document collections using hybrid search (BM25 + vector fusion) and entity-relationship extraction. Supports privacy-first, offline operation with tools for semantic search, entity graph exploration, and corpus statistics.

Remote MCP Server on Cloudflare (Authless)

A template for deploying a remote Model Context Protocol server on Cloudflare Workers using Server-Sent Events without authentication. It enables developers to host custom tools that can be accessed by both the Cloudflare AI Playground and local MCP clients like Claude Desktop.

Base Implementation Framework

Un marco de Protocolo de Contexto de Modelo genérico para construir aplicaciones impulsadas por IA que proporciona formas estandarizadas de crear servidores y clientes MCP para integrar LLMs con soporte para Ollama y Supabase.

Chitkara University MCP Server

A Multi-Agent Conversation Protocol server that provides programmatic access to Chitkara University's API, auto-generated using AG2's MCP builder to enable natural language interactions with the university's data services.

Dooist

A task management MCP server that allows users to create, list, and organize tasks with priorities, labels, and projects using natural language. It provides a persistent SQLite-backed system for tracking due dates and managing task workflows directly within Claude Code.

Browserbase MCP Server

Enables LLMs to control cloud browsers for web automation, data extraction, screenshots, and form interactions using Browserbase and Stagehand with support for multiple AI models and parallel browser sessions.

Travel MCP Server

Enables comprehensive travel planning by providing tools for flight and accommodation searches, real-time currency exchange, and weather forecasting. It also allows users to calculate estimated trip budgets based on destination, duration, and traveler preferences.

MCP Starter for Puch AI

Provides job search capabilities including analyzing job descriptions, fetching job postings from URLs, and searching opportunities, plus basic image processing tools like converting images to black and white.

MCP Feishu Project Manager

Un servidor de Protocolo de Contexto de Modelo que permite a los asistentes de IA interactuar con los sistemas de gestión de proyectos de Feishu, permitiendo la recuperación de vistas de proyectos y elementos de trabajo.

Day 5 Remote MCP Server

Enables Claude Web to interact with Google Docs through a remote HTTP-based MCP server. Provides scalable document operations including creation, editing, and management with service account authentication.

Puppeteer MCP Server

Un servidor de Protocolo de Contexto de Modelo que proporciona capacidades de automatización del navegador utilizando Puppeteer, permitiendo que los LLM interactúen con páginas web, tomen capturas de pantalla y ejecuten JavaScript en un entorno de navegador real.

MySQL Database Server

Un servidor de Protocolo de Contexto de Modelo que permite a los modelos de IA interactuar con bases de datos MySQL, proporcionando herramientas para consultar, ejecutar sentencias, listar tablas y describir estructuras de tablas.

VibeDoge MCP Server

Enables interaction with VibeDoge lottery system through comprehensive tools for user profile management, lottery participation, result checking, and activity statistics. Supports secure authentication and real-time lottery operations through natural language.

Cocktails RAG MCP Server

Provides cocktail recommendations using a Retrieval-Augmented Generation (RAG) pipeline powered by LangChain, FAISS, and Groq. It enables users to search for cocktail recipes and receive personalized drink suggestions through natural language.