Discover Awesome MCP Servers

Solr MCP

Un servidor de Python que permite a los asistentes de IA realizar consultas de búsqueda híbridas en índices de Apache Solr a través del Protocolo de Contexto de Modelo, combinando la precisión de las palabras clave con la comprensión semántica basada en vectores.

Simple MCP Server

A TypeScript starter template for building MCP servers with example tools (echo, math operations, time, flight status) and resources (server info, greetings). Provides a modular architecture for easily extending with custom tools and resources.

CodeFlow MCP Server

Enables AI assistants to analyze codebases through semantic search, call graph generation, and function metadata extraction. Provides real-time code analysis with persistent vector storage for understanding complex code structures and relationships.

Shopify MCP Server

Enables interaction with Shopify stores through the GraphQL Admin API. Supports product management, customer data, order queries, blog/article management, and store-wide search capabilities through natural language.

MCP AbuseIPDB Server

Provides threat intelligence lookups against the AbuseIPDB database, enabling IP reputation checks, CIDR block analysis, and log enrichment. It features intelligent caching and rate limiting to efficiently manage API usage for security analysis and automated workflows.

mcp-linkedin

MCP server for LinkedIn publishing from AI coding assistants. Dry run by default, SKILL.md for safe workflows, 28 unit tests. MIT licensed.

PrestaShop MCP Server

Enables complete management of PrestaShop e-commerce stores through natural language, including products, categories, customers, orders, modules, cache, themes, and navigation menus.

TimescaleDB MCP Server

Enables AI assistants to interact with TimescaleDB time-series databases through async operations, providing tools for querying, schema introspection, hypertable analysis, and time-bucketed data aggregation.

server

Una plataforma de automatización de flujos de trabajo ligera y sin dependencias. Soporta iPaaS, computación de flujo continuo y capacidades de IA.

Flashcard MCP

Enables users to create, review, and manage flashcards using the SM-2 spaced repetition algorithm for optimized learning. It supports organizing cards into projects and automatically handles review scheduling based on user performance.

MCP Jobs Recommender Agent

An AI-powered job recommender built on the Model Context Protocol that provides personalized career suggestions through resume and skills matching. It utilizes LLMs and external tool integrations to help users find relevant job openings based on their professional profile.

AIM-Guard-MCP

A Model Context Protocol (MCP) server that provides AI-powered security analysis and safety instruction tools. This server helps protect AI agents by providing security guidelines, content analysis, and cautionary instructions when interacting with various MCPs and external services.

DateTime MCP Server

Provides the current date and time in the user's timezone through a simple tool with no parameters required.

devto-mvp-server

This is a complete MCP (Model Context Protocol) server that implements a articles of dev.to with robust validation using TypeScript and Zod. The server integrates directly with Cursor, allowing you search articles on dev.to.

Douyin API New MCP Server

Provides access to Douyin (TikTok China) API for searching videos, retrieving user profiles, posts, comments, music, challenges, live streams, and hot trends through the Douyin platform.

social-research-mcp

An MCP server for cross-platform social media research that enables scraping, semantic search, and analysis across seven major social platforms. It uses Apify for data retrieval and stores results in a local database for AI-powered trend detection and profile analysis.

Grokipedia MCP Server

Enables searching and retrieving articles, citations, and structured content from Grokipedia for research and information retrieval. It provides specialized tools for section extraction, related page discovery, and filtered search results.

MCP Nexus - Cloudflare Workers

A unified MCP server for Tavily and Brave Search APIs that features automatic API key rotation and zero-cost hosting on Cloudflare Workers. It provides tools for web searching, data extraction, and research with secure, encrypted key management.

ContainerGuard MCP

Enables remote container security monitoring and management through Docker API and SSH connections. Provides real-time container monitoring, security analysis, event tracking, and comprehensive security scanning for containerized environments.

Remote MCP Server on Cloudflare

A Model Context Protocol server implementation designed to run on Cloudflare Workers with integrated OAuth authentication. It enables hosting and securely accessing MCP tools remotely via SSE transport from clients like Claude Desktop.

Apify MCP Server

Connects AI assistants to thousands of Apify Actors for web scraping, data extraction, and automation tasks, with dynamic tool discovery to find and use any Actor from the Apify Store in real time.

Deep Thinking Assistant

Un servidor MCP basado en la API de OpenAI que proporciona capacidades de análisis y pensamiento profundo, integrándose con modelos de edición de IA para ofrecer perspectivas integrales y soluciones prácticas.

deepq-financial-toolkit

The MCP provides comprehensive financial data and analytical tool support for AI large language models, specifically including the following five core data capabilities: Stock Analysis/ETF Analysis/Public Funds/News & Information/General Tools More Info: https://github.com/shenqingtech/deepq-finan

CSL-Core

Deterministic AI safety policy engine with Z3 formal verification. Write, verify, simulate, and enforce machine-verifiable safety constraints for AI agents. Completely outside the LLM.

Databricks Custom MCP Server

Enables LLMs to retrieve Tokyo Stock Exchange stock information and execute SQL queries on Databricks SQL warehouses, deployed as a Databricks App.

Mem0 MCP Server

A Model Context Protocol server that integrates AI assistants with Mem0.ai's persistent memory system, allowing models to store, retrieve, search, and manage different types of memories.

mcp-oceanbase

mcp-oceanbase

Sharingan Visual Prowess MCP

A neuromorphic visual processing system that combines visual memory storage with creative generation capabilities, using a 7-database architecture to simulate brain regions for comprehensive sensory-cognitive AI processing.

OPTA API Documentation MCP Server

Provides intelligent access to OPTA football API documentation with automatic authentication, allowing users to query specific endpoint documentation and get answers about soccer match data, events, fixtures, and statistics through natural language.

Telegram Communicator

Un servidor MCP que permite la comunicación con usuarios a través de Telegram. Este servidor proporciona una herramienta para hacer preguntas a los usuarios y recibir sus respuestas a través de un bot de Telegram.