Discover Awesome MCP Servers

HuggingMCP

A Model Context Protocol server that allows Claude and other MCP-compatible AI assistants to interact with the Hugging Face ecosystem, enabling repository management, file operations, search, and collections management through natural language.

GZOO Cortex

Local-first knowledge graph for developers. Watches project files, extracts entities and relationships via LLMs, and lets you query across projects in natural language with source citations. Provides 4 MCP tools: get_status, list_projects, find_entity, query_cortex.

Codebase Contextifier 9000

Enables semantic code search across multiple repositories using AST-aware chunking and relationship tracking. Supports local LLM embeddings, real-time indexing, and cross-codebase dependency analysis through vector and graph databases.

Country Info MCP Server

Provides tools to retrieve and compare detailed information about countries, including population, region, and currency data. It allows users to search for specific countries or list them by region.

Decision OS MCP

An LLM-native decision tracking system that captures unexpected engineering outcomes as 'pressure events' to build a persistent learning foundation. It enables AI assistants to manage cases, log surprises, and promote recurring insights into global or project-specific knowledge bases.

MCP Weather

A TypeScript-based Model Context Protocol server that enables Claude Desktop to fetch real-time weather data via external weather APIs. It provides a simple integration for users to query current weather information through natural language interactions.

Hedera MCP Server

A production-ready Node.js server that enables decentralized communication between AI agents on the Hedera network, implementing the Model-Context-Protocol architecture with support for multiple Hedera Consensus Service standards.

LeaveManager

A Model Context Protocol server that enables users to manage employee leave through natural language. It provides tools to check leave balances, apply for leave, and view leave history via Claude integration.

signbee-mcp

Document signing for AI agents. Send markdown or PDF for two-party e-signing with a single tool call — handles PDF generation, email verification, and SHA-256 certified delivery.

Stock Market Research Assistant

So I tried out this cool tool I saw in a LinkedIn post https://openapitools.com All you need is your API schema (OpenAPI/Swagger), and it automatically generates an MCP schema for you. You can then drop it straight into Claude Desktop (or Cursor, LangChain, etc.) and instantly start chatting with

Prompt Learning MCP Server

Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

Twitch-MCP-Smithery

A comprehensive Twitch MCP (Model Context Protocol) server providing chat moderation, stream management, and Twitch API integration for AI systems.

MCP-OpenAPI

Un servidor MCP que expone métodos HTTP definidos en una especificación OpenAPI como herramientas, permitiendo la interacción con APIs a través del Protocolo de Contexto del Modelo.

Datadog MCP Server

Enables interaction with Datadog's monitoring platform through their API, providing access to monitors, dashboards, metrics, events, logs, and incident management data.

MCP Server für Kerykeion

This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient.

MCP Medium Server

Enables AI assistants to publish posts to Medium with support for drafts, tags, canonical URLs, and follower notifications. Supports various publishing statuses and SEO optimization features.

MCP JSON-RPC Server

Un servidor JSON-RPC inspirado en MCP, fácil de usar para principiantes, construido con Node.js, que ofrece una interacción básica cliente-servidor a través de un protocolo de enlace de capacidades 'initialize' y una función 'echo'.

KDD Conversacional (mcpDataAnalysis)

A conversational copilot that guides users through the Knowledge Discovery in Databases (KDD) process to perform automated data profiling, analysis, and modeling via natural language. It enables the creation of interactive dashboards and manages the end-to-end analytical workflow within a secure sandbox environment.

Time Tracking MCP

Enables natural language time tracking through Claude with markdown file storage. Supports multi-company tracking, flexible time parsing, auto-calculated summaries, and commitment warnings all through conversational input.

Salesforce MCP Server

Una implementación de servidor MCP que integra Claude con Salesforce, permitiendo interacciones en lenguaje natural con los datos y metadatos de Salesforce.

StealthMole MCP Server

Enables access to StealthMole's threat intelligence API for searching and monitoring threats across Deep & Dark Web, Telegram channels, leaked credentials, and ransomware incidents. Provides comprehensive cybersecurity intelligence through natural language queries.

mcp-server-hcp-terraform

Servidor MCP para trabajar con HCP Terraform

Volcengine Knowledge Base MCP

Enables integration with Volcengine (火山引擎) knowledge base service through Claude Desktop, providing knowledge base search and conversational AI capabilities with secure credential management.

CHGIS MCP Server

Enables querying of China Historical Geographic Information System (CHGIS) database for historical place names, administrative divisions, and geographical data from 222 BCE to 1911 CE. Supports searching by place ID, name, year, administrative type, and retrieving historical context and hierarchical relationships.

YouTube MCP: AI-Powered Solution for Enhanced YouTube Experience 🚀

YouTube MCP Server es una solución impulsada por IA diseñada para revolucionar tu experiencia en YouTube. Permite a los usuarios buscar videos de YouTube, recuperar transcripciones detalladas y realizar búsquedas semánticas sobre el contenido de los videos, todo sin depender de la API oficial. Al integrarse con una base de datos vectorial, este servidor agiliza el descubrimiento de contenido.

Tech News Update Agent

A FastAPI backend that integrates with ElevenLabs MCP to create an AI agent capable of making outbound calls and delivering friendly, jargon-free tech news updates.

MindMesh MCP Server

Claude 3.7 Swarm con Coherencia de Campo: Un servidor de Protocolo de Contexto de Modelo (MCP) que orquesta múltiples instancias especializadas de Claude 3.7 Sonnet en un enjambre de inspiración cuántica. Crea un efecto de coherencia de campo a través de especialistas en reconocimiento de patrones, teoría de la información y razonamiento para producir respuestas óptimamente coherentes a partir de la inteligencia de conjunto.

Hello MCP Server

A simple demonstration MCP server that responds with "4" when greeted with "hello". Serves as a basic example for understanding MCP server implementation.