Discover Awesome MCP Servers

Entra News MCP Server

Provides a searchable knowledge base over the Entra.news archive, enabling natural language queries for Microsoft Entra announcements, features, and community tools. Users can perform hybrid semantic searches, retrieve specific newsletter issues, and discover mentioned GitHub projects or PowerShell tools.

Agent MCP Weather Template

A template MCP server that provides weather forecasting functionality by fetching current and hourly temperature data from the Open Meteo API for any given latitude and longitude coordinates.

Cancellation Analyzer MCP Server

A Model Context Protocol server that analyzes customer cancellation survey data, enabling Claude AI integration through HTTP/SSE transport.

Prepcast MCP

A comprehensive framework for building and deploying commercial MCP servers with integrated billing, usage metering, and Stripe payment processing. It enables developers to monetize AI tools through a complete ecosystem including API key management, affiliate tracking, and automated deployment scripts.

ZepAI Memory Layer MCP Server

Auto-converts FastAPI endpoints into MCP tools for semantic search, data ingestion (text, code, conversations), and knowledge graph operations. Provides dual access through MCP protocol and direct API calls with automatic tool generation from FastAPI routes.

🔒 MCP Server Authentication Reference Collection

Aquí hay algunos servidores MCP de referencia que demuestran cómo funciona la autenticación con la especificación actual del Protocolo de Contexto del Modelo: Desafortunadamente, no puedo proporcionar enlaces directos a servidores MCP específicos que demuestren la autenticación. Esto se debe a que: * **La información sobre servidores específicos puede ser confidencial o privada.** Los servidores de demostración a menudo no se publicitan ampliamente por razones de seguridad. * **Los servidores de demostración cambian con el tiempo.** Un servidor que existe hoy puede no existir mañana. * **No tengo acceso a información en tiempo real sobre servidores MCP específicos.** Sin embargo, puedo ofrecerte algunas alternativas para encontrar esta información: 1. **Documentación de la especificación MCP:** La documentación oficial de la especificación del Protocolo de Contexto del Modelo (MCP) a menudo incluye ejemplos de código y diagramas que ilustran cómo funciona la autenticación. Busca en la documentación referencias a la autenticación y la autorización. 2. **Repositorios de código abierto relacionados con MCP:** Busca en plataformas como GitHub repositorios de código abierto que implementen o utilicen el Protocolo de Contexto del Modelo. Examina el código de ejemplo y la documentación para ver cómo manejan la autenticación. Busca palabras clave como "Model Context Protocol", "MCP", "authentication", "authorization", "security". 3. **Foros y comunidades de desarrolladores:** Participa en foros y comunidades de desarrolladores que se centren en el modelado, la simulación o las tecnologías relacionadas. Pregunta si alguien conoce algún servidor MCP de referencia que demuestre la autenticación. 4. **Proveedores de software de modelado y simulación:** Ponte en contacto con los proveedores de software que ofrecen productos que utilizan el Protocolo de Contexto del Modelo. Pueden tener servidores de demostración o ejemplos de código disponibles para sus clientes. Al explorar estas opciones, deberías poder encontrar ejemplos de cómo funciona la autenticación con la especificación actual del Protocolo de Contexto del Modelo. **En resumen, la mejor manera de encontrar esta información es buscar en la documentación oficial, repositorios de código abierto, foros de desarrolladores y contactar a los proveedores de software relevantes.**

BookStack MCP Server

Enables interaction with BookStack knowledge management systems through the BookStack API. Supports searching, reading, creating, and updating documentation content with secure authentication and dual transport modes for flexible deployment.

Crawl-MCP

Unofficial MCP server wrapping crawl4ai that enables extraction and analysis of content from web pages, PDFs, Office documents, YouTube videos, and more, with AI-powered summarization and Google search integration to reduce token usage while preserving key information.

GNS3 Network Simulator MCP Server

Enables AI-powered network engineering by providing natural language control over GNS3 network simulations. Supports creating projects, building network topologies, managing devices, controlling simulations, and analyzing network traffic through conversational AI interactions.

Crawl4AI MCP Server

High-performance server enabling AI assistants to access web scraping, crawling, and deep research capabilities through Model Context Protocol.

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

Textra Japanese to English Translator

Translates Japanese text into English using the Textra API service, enabling LLMs with limited Japanese understanding to process Japanese instructions.

Trustwise MCP Server

Provides advanced evaluation tools for assessing AI safety, alignment, and performance of LLM outputs. Enables programmatic evaluation of quality, safety metrics like toxicity and PII detection, and operational metrics including carbon footprint and cost estimation.

Fetch MCP Server

Enables LLMs to retrieve and process web content by fetching URLs and converting HTML to markdown, with support for chunked reading and customizable user-agents.

MCP Power - Knowledge Search Server

Enables semantic search across multiple knowledge datasets using FAISS vector embeddings, allowing natural language queries to find relevant documents with fast retrieval.

mcp-scaffold

*En desarrollo* Estructura para probar y desarrollar con el Cliente y Servidor MCP

mcp-imdb

Enables access to IMDB movie and entertainment data through the Model Context Protocol. Note: The README describes a notes system but the project name suggests IMDB functionality.

Featureflow MCP Server

Enables AI assistants to manage Featureflow feature flags, including creating and updating features, controlling feature states across environments, and managing projects, environments, and targeting rules through natural language.

CUA MCP Server

Enables autonomous desktop automation by delegating tasks to vision-based agents operating within cloud-based virtual machine sandboxes. It allows users to manage VMs, execute complex computer tasks, and receive text-based screen summaries across Linux, Windows, and macOS environments.

TokenScope

A Model Context Protocol server that enables token-aware directory exploration and file analysis for LLMs, helping them understand codebases through intelligent scanning and reporting.

FastMCP Tools Calculator

A demonstration MCP server that provides calculator functionality through both stdio and FastAPI implementations. Enables users to perform mathematical calculations via MCP tools using the FastMCP framework.

Plaud MCP Server

Enables AI assistants to access Plaud Note recordings, providing direct access to speaker-diarized transcripts and AI-generated meeting summaries. Users can search, list, and retrieve recording details directly within MCP-compatible clients like Claude and Cursor.

Android Mobile MCP

Enables AI agents to interact with Android devices through UI manipulation, screen capture, touch gestures, text input, and app management via ADB. Provides comprehensive mobile automation capabilities including element detection, navigation, and application control for Android device testing and interaction.

Gaffer MCP Server

Connects AI coding assistants to Gaffer test history and coverage data to analyze project health, debug failures, and identify untested code areas. It enables tools to track test stability, cluster failures by root cause, and monitor code coverage trends across projects.

MCP Server Unified Deployment

Proyecto de Código Abierto de Despliegue Unificado de Servidor MCP

Yakpdf MCP Server

Enables PDF generation from URLs or HTML strings through the Yakpdf API, allowing users to convert web content into PDF documents.

ChemMCP

A chemistry computation platform providing 19 professional tools for molecular structure processing, including SMILES conversions, molecular calculations, functional group identification, visualization, and AI-powered molecule generation and description.

Plotnine MCP Server

Enables creation of publication-quality statistical graphics using plotnine's grammar of graphics through natural language, supporting 20+ geometry types, multi-layer plots, and flexible theming for data visualization.

SQLite-Anet-MCP Server

Servidor SQLite-Anet-MCP Un servidor SQLite ultrarrápido, impulsado por Rust para agentes de IA: habla JSON-RPC, almacena información y administra tu base de datos como un profesional.