Discover Awesome MCP Servers

space-feeds

Enables AI agents to access curated space and spaceflight RSS/Atom feeds via tools to list feeds, read feed items, and fetch any feed by URL.

HashPilot

A Model Context Protocol server that enables AI assistants to interact with Hedera blockchain in real-time, allowing them to check account balances, view block information, and estimate transaction costs.

openrpc-mpc-server

A Model Context Protocol (MCP) server that provides JSON-RPC functionality through OpenRPC.

jira-mcp-server

A read-only MCP server that provides AI agents structured access to Jira Cloud, enabling project listing, sprint overview, issue retrieval, and JQL search.

workos-mcp

This MCP server allows agents to interact with the WorkOS API.

GroundAPI

Real-time data API for AI Agents. 10 MCP tools covering A-share stock quotes, market overview, fund data, web search, news, weather, logistics tracking, and IP geolocation.

MCP Containers

Versiones contenerizadas de cientos de servidores MCP 📡 🧠

io.github.thehesiod/psquare

Enables Claude to access ParentSquare school-parent communication platform, including feeds, calendar, conversations, and media files.

gmc-mcp

MCP server for Google Merchant Center, providing 126 tools to manage Google Shopping feed, products, inventory, reports, promotions, returns, and account configuration via natural language.

Sahmk MCP

Enables AI agents to access Saudi market data, including company profiles, market details, and historical data from Tadawul, through the MCP protocol.

shopify-mcp

MCP server for Shopify Admin API with a ComfyUI bridge for AI product image generation. Covers products, orders, inventory, and customers.

Repo Explorer

Servidor MCP para la exploración eficiente de repositorios Git con almacenamiento en caché avanzado. Busca patrones de código en múltiples repositorios, gestiona bases de código de referencia y analiza patrones con mejoras de rendimiento del 95% o más. Se integra con Claude AI a través de una aplicación de escritorio o una extensión de VSCode. Configurable e independiente de la plataforma.

procmon-mcp

An MCP server that provides AI assistants with real-time access to Windows internals including processes, kernel traces, event logs, services, drivers, and PE analysis.

Test MCP Server

A simple learning-focused MCP server that demonstrates basic functionality with tools for mathematical operations, system information, and email validation, plus sample file resources. Perfect for understanding MCP protocol basics and testing integrations.

mcp-chinese-time

MCP server for parsing Chinese fuzzy time expressions (e.g., '昨天', '下午3点', '中秋节') into standard datetime formats.

Codebase RAG MCP Server

Enables AI agents to chat with codebases by indexing local directories or GitHub repositories into a vector database for semantic search and code retrieval.

MCP Memory Service

Provides intelligent, persistent memory for AI assistants with semantic search, natural language queries, and OAuth-based team collaboration, enabling context-aware conversations across multiple clients.

R2R MCP Server

A FastMCP-based MCP server for the R2R API, enabling integration with document management, knowledge graphs, and RAG systems through automatically generated tools and resources.

semaphore-mcp-server

Enables AI assistants to interact with Semaphore UI for managing Ansible, Terraform, and other automation workflows through project, task, template, and inventory management.

Semantic Scholar MCP Server

Enables searching and retrieving academic papers, authors, citations, and recommendations from Semantic Scholar via MCP.

ANSES Ciqual MCP Server

Provides SQL access to the ANSES Ciqual French food composition database, enabling query of nutritional data for over 3,000 foods with full-text search support.

ForeverVM

The sessionless code interpreter. Securely run AI-generated code in stateful sandboxes that run forever.

AgentTax MCP Server

Enables MCP tool developers and AI agents to track payments, calculate sales tax liability, and ensure tax compliance across US jurisdictions.

Health4AI

Apple HealthKit → PostgreSQL sync + MCP server for Claude Code, Cursor, and Ollama. Open-source iOS app with reliable background sync (HKObserverQuery). 11 tools covering health summary, sleep, HRV trends, workouts, daily snapshots, metric stats, period comparison, and coaching briefs. Supports Supabase, Neon, and self-hosted Postgres. Privacy-first: your data goes to your own database.

Enterprise PostgreSQL MCP Server

Enables secure read-only interactions with PostgreSQL databases through natural language. Provides database inspection, table listing, and SQL query execution with built-in security validation.

pronote-mcp

A local MCP server that exposes Pronote (French school management system) data via MCP, enabling AI assistants to retrieve schedules, homework, grades, absences, and more. Supports token-based authentication with QR code setup.

Counsel MCP Server

Connects AI agents to the Counsel API for strategic reasoning and multi-perspective analysis through debate-style consultations. Enables complex decision-making by analyzing questions from multiple stakeholder perspectives with varying depths of analysis.

OpenStreetMap MCP Server

Mejora las capacidades de los LLM con servicios basados en la ubicación y datos geoespaciales, permitiendo a los usuarios geocodificar direcciones, encontrar puntos de interés cercanos, obtener indicaciones, optimizar puntos de encuentro y analizar vecindarios.

korean-law-alio-mcp

Enables searching, comparing, and analyzing Korean laws and public institution regulations through natural language, integrating 110 MCP tools covering statutes, precedents, and internal rules.