Discover Awesome MCP Servers

Multi-Source Documentation MCP Server

Enables AI assistants to search and query documentation from multiple sources including Voiceflow and Claude Code, with full-text search, code examples retrieval, and step-by-step tutorials access.

MCP Swagger Server

Automatically converts REST APIs with Swagger/OpenAPI documentation into MCP tools, making any documented API accessible to MCP-compatible clients. Supports authentication, SSL handling, and flexible configuration for seamless API integration.

MCP PDF Reader Server

Enables comprehensive PDF processing including text extraction, image extraction, and OCR capabilities for reading text within images across multiple languages.

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.

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

MSSQL MCP Server

Provides read-only access to Microsoft SQL Server databases using Windows Authentication, enabling AI assistants to safely explore schemas and query data with built-in security controls.

File Finder MCP Server

Permite la búsqueda de archivos por fragmentos de nombre a través de JSON-RPC o una API REST HTTP, con opciones para uso directo o integración con otras herramientas como VS Code.

Cloudflare Playwright MCP Example

Enables AI assistants to control a web browser via Playwright on Cloudflare Workers for automated tasks like navigation, clicking, typing, and taking screenshots. It integrates with platforms like Claude Desktop and GitHub Copilot to perform web automation through a standardized toolset.

MCP Server

Repositorio de desarrollo para el servidor MCP (Protocolo de Comunicación Gestionada).

RollDev MCP Server

An MCP server for RollDev and Magento 2 development environments that enables LLMs to manage project environments, execute SQL queries, and run PHP or Magento CLI commands. It supports automated project initialization, Composer integration, and system service control directly through natural language.

Amazon Ads MCP

Facilitate the management and automation of Amazon Sponsored Ads

qune-tech/ocds-mcp

MCP server for German public procurement data (OCDS). Semantic search, tender matching, and company profiles — all from your local LLM

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.

blitz-mcp

Blitz-mcp gives AI agents full control over iOS/macOS development — boot simulators, interacts with physical iPhones, browse databases, trigger builds, and submit apps to App Store Connect via 30+ MCP tools.

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

Demostración de la arquitectura MCP con clientes de un solo servidor y de múltiples servidores utilizando LangGraph, llamadas de herramientas impulsadas por IA y comunicación asíncrona.

Charles MCP Server

Integrates Charles Proxy with MCP clients to provide real-time and historical network traffic capture and structured analysis. It features a summary-first approach that filters noise and desensitizes data for efficient, low-token agent debugging and monitoring.

Coreflux MCP Server

Conecta a Claude y otros asistentes de IA compatibles con MCP a un broker MQTT de Coreflux, permitiéndoles descubrir y ejecutar comandos de Coreflux para gestionar modelos, acciones, reglas y rutas a través del lenguaje natural.

Cal Server

Un calculador de expresiones matemáticas que procesa expresiones ingresadas por el usuario y devuelve los resultados calculados, admitiendo operaciones básicas y constantes integradas como PI y E.

SousChef

Enables comprehensive Chef-to-Ansible migration for enterprise infrastructure with 34 tools across cookbook analysis, resource conversion, InSpec integration, secrets management, and AWX/AAP deployment configuration.

TaxJar 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 TaxJar (beta): https://www.cdata.com/download/download.aspx?sku=JTZK-V&type=beta

HeroUI MCP Server

A high-quality, open-source Model Context Protocol (MCP) server that bridges AI systems and HeroUI, enabling intelligent assistance for developers working with HeroUI components.

AgenticProductSearching

Búsqueda de Productos Agéntica que contiene Servidor MCP / DB / Fast API / SDK de Agente OpenAI

FastMCP Training Course Server

An educational MCP server example built with FastMCP that demonstrates how to expose tools, resources, and prompts to AI clients. Provides a learning foundation for building MCP servers with Python and integrating them with AI applications like IDEs and chatbots.

Figma MCP Tool

Enables interaction with Figma designs through the Figma API, allowing users to export images in multiple formats, extract style data and CSS, analyze design elements, and retrieve SVG code from Figma files. Supports batch operations and comprehensive design element analysis including images, vectors, and components.

Frida MCP Server

A comprehensive MCP server that exposes Frida's dynamic instrumentation toolkit to AI agents for process management, script injection, and memory operations. It provides over 50 tools to interact with local and mobile devices, enabling advanced capabilities like function hooking and memory analysis.

General MCP Server

A comprehensive Model Context Protocol server that enables AI assistants to search and retrieve content from Reddit, YouTube, and Twitter through simple API calls.

pure.md MCP Server

Enables AI assistants to reliably fetch web content as markdown and search the web by bypassing bot detection and rendering JavaScript. Provides tools to unblock URLs and search the web with results converted to markdown format.