Discover Awesome MCP Servers

Multi-Cloud Infrastructure MCP Server

Enables deployment and management of GPU workloads across multiple cloud providers (RunPod, Vast.ai) with intelligent GPU selection, resource monitoring, and telemetry tracking through Redis, ClickHouse, and SkyPilot integration.

Gmail MCP Server

Um servidor de Protocolo de Contexto de Modelo Gmail para integração perfeita com assistentes de IA.

Spring AI MCP Server

Servidor de geração de Excel e PPT utilizando Spring Boot e IA.

MCP FishAudio Server

An MCP (Model Context Protocol) server that provides seamless integration between Fish Audio's Text-to-Speech API and LLMs like Claude, enabling natural language-driven speech synthesis.

M/M/1 Queue Simulation MCP Server

Enables LLMs to access M/M/1 queuing theory resources, validate parameters, calculate theoretical metrics, generate and execute SimPy simulations, and compare simulation results with theoretical predictions.

Architectural Decision Log (ADL) System

Enables AI assistants to manage architectural decisions through CRUD operations integrated with a GraphQL backend and SAP/LeanIX fact sheets. It provides tools for creating, reading, updating, and deleting ADL entries to maintain a structured history of technical choices.

Harvest Time Tracking MCP Server

Servidor MCP (Protocolo de Contexto do Modelo) para o Harvest Time Tracking.

Dify External Knowledge MCP Server

Integrates Dify's external knowledge base API with the Model Context Protocol to enable AI agents to retrieve and query relevant information. It supports relevance scoring, metadata filtering, and flexible configuration through environment variables or command-line arguments.

Google Forms MCP Server

Enables creation and management of Google Forms with support for all 12 question types, response collection, CSV export, and form publishing through OAuth-authenticated API access.

FI-MCP

Provides AI assistants with access to 30+ validated financial independence calculation functions, eliminating hallucinations by ensuring accurate calculations for retirement planning, CoastFI, investment returns, and other FI metrics.

Self-Hosted EdgeOne Pages MCP Server

Enables AI assistants to deploy and manage static websites directly on EdgeOne Pages. Simple self-hosted solution with one-click deployment and KV storage for website files.

FastMail MCP Server

Enables AI-powered email management through FastMail's JMAP API with features like smart email analysis, automated organization, inbox zero automation, and intelligent reply generation. Supports advanced email operations, contact management, calendar integration, and hierarchical email organization systems.

CompText MCP Server

Provides an interface to the CompText DSL Codex stored in Notion, enabling users to search, retrieve, and manage programming and documentation modules. It supports native MCP for Claude Desktop and includes a FastAPI wrapper for universal REST access.

Gemini MCP Server

Uma implementação de servidor MCP que permite o uso dos modelos de IA Gemini do Google (especificamente o Gemini 1.5 Pro) através do Claude ou outros clientes MCP via Protocolo de Contexto de Modelo (MCP).

Gitea MCP Proxy Agent

A comprehensive MCP server suite that enables AI interaction with Gitea for repository management, secure command execution, and Docker monitoring. It provides additional tools for long-term memory, filesystem access, and web searching to support full development cycles.

Clickzetta MCP Server

Um servidor de Protocolo de Contexto de Modelo que permite a interação com o banco de dados Clickzetta, permitindo que os usuários executem consultas SQL, gerenciem tabelas e mantenham um memorando de insights de dados dinamicamente atualizado.

Texas Holdem MCP Server

Um servidor de Protocolo de Contexto de Modelo (MCP) que permite que agentes de IA joguem jogos de pôquer Texas Hold'em através de uma interface de cliente MCP.

Safe Unix MCP

Provides read-only access to Unix/Linux command-line tools for AI agents, blocking dangerous operations like file deletion, modification, and command execution while enabling safe file inspection, searching, and system information gathering.

Run Model Context Protocol (MCP) servers with AWS Lambda

Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions

Lorem Ipsum By Api Ninjas

Generates Lorem Ipsum placeholder text with customizable parameters including paragraph count, length, and formatting options through the API Ninjas service.

Understanding MCP Architecture: Single-Server vs Multi-Server Clients

Demonstração da arquitetura MCP com clientes de servidor único e multisservidor usando LangGraph, chamadas de ferramentas orientadas por IA e comunicação assíncrona.

HRMS MCP Server

A template MCP server built with mcp-framework that provides a foundation for building custom tools. Currently includes example tool implementations that can be extended for HR management system integrations.

MCP LEDAPI Intent Controller

A Model Context Protocol server that translates high-level intents into commands for controlling an Arduino-based LED system via a RESTful interface.

MindLayer TradingView MCP Agent

Connects TradingView's Pine Script indicators with MindLayer's MCP for cryptocurrency trading signals based on RSI and Stochastic RSI analysis.

Gaggiuino MCP Server

A lightweight server that enables AI clients to access and analyze real-time data from Gaggiuino espresso machine controllers through a simple HTTP API.

Bash MCP

Uma aplicação TypeScript que permite que Claude execute comandos bash com segurança, implementando salvaguardas de segurança e fornecendo uma interface segura através do Protocolo de Contexto do Modelo.

MCP Server

Um servidor de execução de comandos shell multiplataforma que suporta ambientes Windows, macOS e Linux com shells PowerShell, CMD, GitBash e Bash, otimizado para ambientes de idioma japonês.

Spotify MCP Server

A Model Context Protocol server that enables AI assistants like Claude Desktop to interact with Spotify's music streaming service, supporting playback control, playlist management, music search, and user profile access.