Discover Awesome MCP Servers

waveform-MCP

An MCP server that gives an LLM agent control over Tracktion Waveform, enabling it to compose, mix, and render songs through natural language commands.

MCP Database Query Server

Enables AI agents to query and explore databases including SQLite, PostgreSQL, MySQL, and SQL Server through a secure, read-only workflow. It provides tools for listing connections, inspecting table schemas, and executing SELECT statements directly within VS Code.

Not-Happy-Jan

Multi-sensory feedback MCP server for AI coding agents, providing audio, visual, haptic, and physical notifications with customizable characters and modes.

Modular RAG MCP Server

A pluggable, observable modular RAG service framework that exposes tool interfaces via the MCP protocol, enabling AI assistants like Copilot and Claude to directly query knowledge bases.

Code MCP Server

An experimental MCP server that enables AI assistants to interact with VS Code workspaces through file operations, code execution, and Git management. It also provides tools for Docker integration, project scaffolding, and secure command execution using project-specific configurations.

mcp-teamcity

Once configured, you can use natural language commands like: "Search for failed builds in the last week" "Why last deploy was failed" "Search the most failed builds" "Trigger a build for the main branch" "Show me recent builds for project X" "Pin the latest successful build" "Cancel the running bui

Context Apps

This MCP server provides an AI-powered productivity suite that connects Todo, Idea, Journal, and Timer apps with AI

UniProt MCP Server

Un servidor MCP que permite a los modelos de lenguaje obtener información de proteínas de la base de datos UniProt, incluyendo detalles de proteínas, secuencias, funciones y estructuras.

XSD Retrieval MCP Server

Enables users to retrieve, validate, and analyze XSD files from URLs or local paths, integrating with any LLM model.

Present Agent MCP

Find 5 explainable, personalized gift recommendations from inside any MCP client by reasoning about relationship, occasion, and context.

Context Manager MCP Server

Una implementación de servidor del Protocolo de Contexto del Modelo (MCP) para gestionar el flujo de trabajo de desarrollo con funciones como gestión de proyectos, seguimiento de tareas y soporte para la revisión de control de calidad.

Spring AI MCP Server

Here are a few options for translating "스프링부트와 AI를 활용한 엑셀, PPT 생성 서버" depending on the nuance you want to convey: **Option 1 (Most Direct):** * **Servidor de generación de Excel y PPT utilizando Spring Boot e IA.** (This is a very literal and straightforward translation.) **Option 2 (Slightly More Natural):** * **Servidor para la generación de Excel y PPT con Spring Boot e IA.** (This emphasizes the server's *purpose*.) **Option 3 (Emphasizing "Leveraging"):** * **Servidor de generación de Excel y PPT que aprovecha Spring Boot e IA.** (This highlights the *use* of Spring Boot and AI.) **Option 4 (More Descriptive):** * **Servidor basado en Spring Boot para la generación de archivos Excel y PPT, impulsado por IA.** (This is a more descriptive translation, emphasizing that the server is *based on* Spring Boot and *powered by* AI.) **Which one is best depends on the context.** If you want a simple, direct translation, Option 1 is fine. If you want to emphasize the server's purpose, Option 2 is better. If you want to highlight the use of Spring Boot and AI, Option 3 is a good choice. Option 4 is suitable if you want a more descriptive and detailed translation.

power-bi-mcp

An MCP (Model Context Protocol) server that lets AI agents manage Power BI workspaces, datasets, and refreshes via natural language.

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.

flights-mcp

An MCP server that provides flight search capabilities using the Aviasales API, allowing users to search, filter, and get details on flights and generate booking links.

ClawPay

Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated shopping with single-use virtual cards and transaction management.

meteor-mcp

Provides complete Meteor.js v3.4.0 API documentation, code examples, and architectural guides to AI coding assistants.

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.

Browser DevTools MCP

Playwright-powered browser automation and debugging for VS Code and Cursor via the Model Context Protocol (MCP).

mcp-scraper-engine

Here are a few options for translating "Basic MCP Server for Web Scraping," depending on the nuance you want to convey: **Option 1 (Most straightforward):** * **Servidor MCP básico para web scraping** This is a direct translation and is perfectly understandable. **Option 2 (Emphasizing "simple"):** * **Servidor MCP sencillo para web scraping** "Sencillo" translates to "simple" or "easy," highlighting the ease of use. **Option 3 (More technical, using "mínimo"):** * **Servidor MCP mínimo para web scraping** "Mínimo" translates to "minimal," suggesting the server has the bare minimum features needed. **Option 4 (If you mean "example" or "template"):** * **Servidor MCP de ejemplo para web scraping** * **Plantilla de servidor MCP para web scraping** These options are appropriate if you're providing a basic example or template. "Ejemplo" means "example" and "Plantilla" means "template." **Which one should you use?** * If you just want a basic, understandable translation, use **"Servidor MCP básico para web scraping."** * If you want to emphasize the simplicity, use **"Servidor MCP sencillo para web scraping."** * If you want to emphasize the minimal features, use **"Servidor MCP mínimo para web scraping."** * If it's an example or template, use **"Servidor MCP de ejemplo para web scraping"** or **"Plantilla de servidor MCP para web scraping."** Therefore, the best option depends on the specific context. Without more information, I recommend **"Servidor MCP básico para web scraping"** as the most generally applicable translation.

HailuoMCP

Hailuo AI video generation with text-to-video, image-to-video, subject reference video, and multiple models via AceDataCloud API.

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.

Bash MCP

Una aplicación en TypeScript que le permite a Claude ejecutar comandos de bash de forma segura con medidas de seguridad, proporcionando una interfaz segura a través del Protocolo de Contexto del Modelo.

mcpstead

MCP Gateway that aggregates multiple upstream MCP servers into a single endpoint with persistent connections, tool registry, and authentication.

mcp-ibge-br

MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics) data, enabling natural language queries via the Pipeworx gateway.

cybersecurity-mcp-server

A security-first MCP (Model Context Protocol) backend built with Node.js and Express, featuring hardening, rate limiting, structured logging, and Docker support.

Legal Court MCP Server

MCP Server providing AI agents access to over 3 million US court decisions via CourtListener and EU legislation via EUR-Lex, with tools for searching cases, citations, judges, and court information.

ATProto MCP Server

An MCP server for interacting with the AT Protocol (ATProto) ecosystem, including Bluesky, providing tools for identity, profiles, and social discovery.