Discover Awesome MCP Servers

MCP Auth Server

A Model Context Protocol (MCP) server with HTTP transport that implements JWT authentication, allowing secure tool execution and prompt handling with role-based access control.

Everything MCP Server

A test server that exercises all MCP protocol features including prompts, tools, resources, and sampling, intended for MCP client builders.

skypilot-mcp

MCP server for SkyPilot that lets LLMs manage cloud clusters, jobs, and storage through the Model Context Protocol.

SQLite Database MCP Server

Enables AI agents to connect to and query an SQLite database through the Model Context Protocol, allowing natural language interaction with database tables and data.

QuickBooks Time MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for QuickBooks Time (beta): https://www.cdata.com/download/download.aspx?sku=HCZK-V&type=beta

Todo MCP

A persistent todo list server that enables AI assistants to manage tasks across different platforms using the Model Context Protocol. It provides tools for creating, listing, updating, and deleting todos with support for priorities, tags, and due dates.

Bitbucket MCP Server

Enables management of Bitbucket Cloud pull requests through natural language, including creating, reviewing, approving, and commenting on PRs with automatic default reviewer support.

Charta MCP

Enables AI agents to generate beautiful, presentation-ready charts (SVG + PNG) with zero setup, supporting various chart types and styling options.

mcp-rae

Model Context Protocol (MCP) server for the Royal Spanish Academy (RAE) API. It allows language models to interact with RAE's dictionary and linguistic resources.

MCP Demo Application

A comprehensive demonstration server that provides tools for calculations, weather, and note management alongside an interactive web interface. It showcases how AI assistants can seamlessly interact with external data sources and functions using the Model Context Protocol.

StarUML MCP Server

Enables AI to remotely control StarUML for generating UML diagrams (use case, class, sequence, ER, etc.) via MCP protocol or REST API.

Google Ads MCP Server

MCP server that lets any LLM manage Google Ads campaigns from the terminal. Supports read and write operations.

ChainGPT MCP

A Model Context Protocol server that integrates ChainGPT capabilities into AI agents, allowing users to access crypto news, prices, and market trends.

PostgreSQL MCP Server

A Model Context Protocol server providing read-only access to PostgreSQL databases, enabling LLMs to inspect database schemas and execute read-only SQL queries.

Batch Review

A collaborative code and markdown review tool that bridges human reviewers and AI agents, enabling both to browse files, inspect git diffs, leave structured comments, and save a final review report from the same UI in real time.

Qdrant MCP Server

Here are a few ways to translate "A Model Context Protocol (MCP) server implementation for RAG" into Spanish, with slightly different nuances: * **Implementación de un servidor del Protocolo de Contexto del Modelo (MCP) para RAG:** This is a direct and literal translation. It's clear and accurate. * **Implementación de un servidor MCP (Protocolo de Contexto del Modelo) para RAG:** This is also very common, using the acronym MCP and then providing the full name in parentheses. This is useful if the acronym is likely to be used later. * **Implementación de un servidor para el Protocolo de Contexto del Modelo (MCP) en RAG:** This emphasizes that the server is *for* the protocol, which is then used in RAG. * **Servidor implementado para el Protocolo de Contexto del Modelo (MCP) en RAG:** This translates to "Implemented server for the Model Context Protocol (MCP) in RAG". **Recommendation:** I would recommend the first option, **"Implementación de un servidor del Protocolo de Contexto del Modelo (MCP) para RAG,"** unless you plan to use the acronym frequently. If so, the second option, **"Implementación de un servidor MCP (Protocolo de Contexto del Modelo) para RAG,"** is a good choice.

Calculator MCP Server

Provides basic mathematical calculation functionality through MCP tools including arithmetic operations, exponentiation, and square root calculations. Features proper error handling for edge cases like division by zero and negative square roots.

MathJS Calculator MCP Server

Provides mathematical calculation capabilities using MathJS, enabling expression evaluation and derivative calculation.

MCP Operator

Un servidor de automatización de navegadores web que permite a los asistentes de IA controlar Chrome con gestión de estado persistente, lo que facilita tareas de navegación complejas a través de operaciones de navegador asíncronas.

App Store Connect MCP Server

Automate App Store Connect from your AI agent. Manage versions, metadata, builds, and submissions through natural language.

Quest Browser MCP Server

Controls Oculus Browser via WebSocket CDP protocol, enabling full browser automation with Playwright-like API for navigation, interaction, content extraction, and more.

rhythm-vibe-studio

MCP server for vibe coding with music, enabling format conversion (LilyPond, MusicXML, MIDI, ABC, etc.), audio-to-sheet transcription, and transposition with robust fallback outputs.

mmnt-mcp-server

Servidor MCP para el motor de búsqueda Mamont

polydoc-mcp

MCP server that converts HTML or URLs to PDF, captures screenshots, and generates EU-compliant e-invoices (Factur-X/ZUGFeRD).

Context Zero Engine

A local code-intelligence engine for AI agents that indexes repositories into a PostgreSQL-backed code graph and serves structured, token-budgeted context over MCP and HTTP, enabling targeted queries on symbols, dependencies, contracts, and impact analysis.

mcp-hko

Provides access to Hong Kong Observatory weather data APIs, enabling retrieval of forecasts, earthquake info, tide data, and more via natural language.

Claude RAG MCP Pipeline

Enables Claude Desktop to search and query personal document collections (PDF, Word, Markdown, text) using semantic search and conversational AI with full context preservation across exchanges.

Lumenore Analytics MCP Server

Provides AI assistants with access to Lumenore's analytics capabilities, enabling natural language queries for data insights, advanced analytics (trends, predictions, correlations, outliers), and real-time data processing with zero persistent storage.

MCP Market Statistics Server

Provides comprehensive statistics and advanced analysis tools for the Korean stock market, offering real-time index data, sector analysis, investor trend tracking, and AI-based market pattern recognition.

d3-mcp-server

Provides AI agents with D3.js API documentation and example code from d3js.org and Observable gallery, enabling module discovery, documentation search, and example extraction.