Discover Awesome MCP Servers

Extract-Antv-Topic

A model context protocol server designed for AI development and QA, providing AntV document context and code examples.

MCP Component Review

Analyzes React component changes by performing structural analysis and generating visual diffs to identify pixel-level differences. It integrates with Figma to validate implementation compliance against design specifications and automates component reviews across git branches.

robotstxt-ai-mcp

Analyze and generate robots.txt files with AI crawler awareness. Fetch any site's robots.txt, detect which AI bots (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) are blocked or allowed, and generate optimized robots.txt with toggle controls for 20+ AI crawlers.

Web Search Server

Proporciona capacidades de búsqueda en Google, extracción de contenido web y funcionalidad de captura de pantalla con evasión avanzada de la detección de bots a través del protocolo MCP.

MCP NVD Server

A Model Context Protocol server that retrieves CVE information from the National Vulnerability Database, allowing AI models to access up-to-date vulnerability data.

MCP of MCPs

A meta-server that aggregates multiple MCP servers into a single interface, reducing token usage by 98%+ through progressive tool discovery and direct code execution that processes data between tools without consuming context window space.

MCP Document Converter

Converts Markdown text to Word documents via HTTP API, providing temporary download links with automatic file cleanup after 2 hours.

mcp-mpv-player

Control mpv media player through AI conversation. Play music and video, manage playlists — all via natural language. Works with opencode and any MCP-compatible AI tool.

Memory MCP

Un servidor de Protocolo de Contexto de Modelo que permite a los usuarios almacenar, recuperar, actualizar y eliminar recuerdos utilizando almacenamiento SQLite.

Botmadang MCP Server

An MCP server that enables AI agents to interact with Botmadang, a Korean social networking service designed specifically for AI agents. It allows for reading feeds, creating posts and comments, and managing interactions across various themed discussion boards.

MCP Gateway

Un servidor que traduce las llamadas a herramientas del Protocolo de Contexto del Modelo (MCP) a solicitudes de API HTTP tradicionales, lo que permite que las API HTTP existentes se integren en el territorio de MCP a través de asignaciones configurables.

SEC MCP

A Server-Sent Events Model Context Protocol server that enables both remote and local connections to retrieve SEC filing data, company information, and financial facts from the SEC EDGAR database.

EVE ESI Tool

An MCP server that integrates EVE Online's ESI API with AI assistants to enable natural language interaction with character data, market information, and assets. It provides 22 tools for managing skills, wallet balances, ship fittings, and more directly through AI-powered clients.

MCP Goodnews

Un servidor de Protocolo de Contexto de Modelo que obtiene y clasifica artículos de noticias positivas de NewsAPI utilizando el análisis de sentimiento de Cohere LLM, permitiendo a los usuarios acceder a noticias alentadoras a través de interfaces como Claude Desktop.

Python Memory MCP Server

A Python-based server providing persistent memory management for AI models with SQLite and Markdown dual backend storage. It features full-text search, RAG-enhanced querying, and cross-project knowledge sharing for integration with Claude, Cursor, and Rovo Dev.

nebulablock-mcp-server

This server integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools, enabling seamless and efficient interaction within any MCP-compatible environment.

Deckbuilder MCP Server

Creates professional PowerPoint presentations from Markdown or JSON with intelligent layout recommendations, rich content support including tables and images, and automatic template selection based on content analysis.

Enterprise MCP Template

A production-ready framework for building enterprise-grade MCP servers featuring integrated OAuth 2.0 authentication and modular architectural patterns. It simplifies the creation of secure, standardized tools that allow AI assistants to interact with complex upstream platforms like Salesforce and NetSuite.

pg-mcp

PG-MCP es una implementación de servidor HTTP que permite a los sistemas de IA interactuar con bases de datos PostgreSQL a través de MCP, proporcionando herramientas para consultar, conectarse a múltiples bases de datos y explorar recursos de esquema. El sistema enriquece el contexto extrayendo la descripción de tablas/columnas de los catálogos de la base de datos.

VAP Media · Unified MCP Server for AI Agents (Flux · Veo · Suno)

Execution control layer for AI agents - Reserve, execute, burn/refund pattern for media generation

OpenRouter Agents MCP Server

Un servidor de Protocolo de Contexto de Modelo que permite a los LLMs conversacionales delegar tareas de investigación complejas a agentes de IA especializados, impulsados por varios modelos de OpenRouter, coordinados por un orquestador Claude.

RuneScape Wiki MCP Server

Enables access to RuneScape 3 data including real-time Grand Exchange prices, item information, historical price trends, and player statistics. Supports multiple game modes and provides comprehensive RuneScape Wiki API integration through natural language.

MCP Memory Server

A persistent local vector memory server that allows users to store and search project-specific context using LanceDB and local embeddings. It enables MCP-compliant editors to maintain long-term memory across different projects without requiring external API keys.

Git Commit Video Walkthrough Generator

Generates narrated video walkthroughs of git commits, staged/unstaged changes, or entire codebases with AI-powered analysis, syntax-highlighted code visualization, and text-to-speech narration.

MCP-RAG

El servidor MCP-RAG es una implementación del Protocolo de Contexto del Modelo (MCP) diseñado para mejorar los asistentes de IA al proporcionarles acceso en tiempo real a documentación relevante a través de la búsqueda semántica de vectores. Permite a los modelos de IA recuperar y procesar documentación, lo que permite respuestas contextualizadas basadas en información actualizada.

Twilio SMS Server

Enables AI assistants to send SMS messages via Twilio through the Model Context Protocol or a standalone REST API. It supports standard messaging, automated greetings, and creative content generation using natural language.

Zhihu MCP Server

A simple HTTP API server that allows users to publish articles, create answers, manage columns, and upload images on Zhihu (a Chinese Q&A platform) through straightforward REST API endpoints.

MCP Database Server

Un servidor de Protocolo de Contexto de Modelo que proporciona herramientas para interactuar con bases de datos, incluyendo PostgreSQL, DuckDB y archivos Parquet de Google Cloud Storage.

MCP4Meme

Provides comprehensive tools for tracking meme coins on the Four.meme ecosystem, including bonding curve progress, market data, and trader analysis. It enables users to discover trending tokens and monitor real-time trading activity using Bitquery API data.