Discover Awesome MCP Servers

Cloud Life Sciences API MCP Server

An MCP Server that provides access to Google Cloud Life Sciences API, enabling users to run biomedical workloads in the cloud through natural language interactions.

GitHub See MCP Server

A server-side implementation that handles context processing between GitHub repositories and AI models, enabling seamless integration of AI capabilities with codebases through the Model Context Protocol.

gst-validator-mcp

Validates Indian GSTIN numbers with structural checks, embedded PAN extraction, state-code lookup, and mod-36 check character validation, all via local compute.

ContextPulse

Lets AI assistants understand what you're working on — current screen content, recent dictation, clipboard, and saved notes — running entirely on your own machine with nothing sent to the cloud.

Binance Bitcoin MCP Tool

Proporciona un servidor MCP que permite a los modelos de lenguaje grandes acceder a datos del mercado de Bitcoin en tiempo real e históricos de Binance, incluyendo precios actuales, datos del libro de órdenes, transacciones recientes e historial de precios a través de una interfaz estandarizada.

DP-MCP Server

A comprehensive Data Platform server that enables seamless integration between PostgreSQL databases and MinIO object storage, with AI-powered natural language query capabilities.

file-system-mcp-server

Un servidor MCP (Protocolo de Contexto del Modelo) integral para operaciones del sistema de archivos, que proporciona a Claude y otros asistentes de IA acceso a archivos y directorios locales.

IPInfo MCP Server

Enables comprehensive IP address intelligence and geolocation lookups through IPInfo's API. Provides 25+ tools for IP geolocation, ASN information, privacy detection, WHOIS lookups, and network analysis with strongly-typed responses.

graph-tool-call

Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.

mcp-adr-analysis-server

Transform your codebase into professional architectural decision records with intelligent AI analysis

Realty In Au MCP Server

Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.

mcp-comtrade

Provides access to UN Comtrade international bilateral trade data via an MCP server, enabling AI agents to query trade statistics through natural language.

google-search-console-mcp-claude-code

Legacy MCP server for Google Search Console data, now superseded by the unified google-seo-mcp-claude-code suite.

Notion MCP Server

Connects AI assistants to Notion workspaces, allowing users to search, create, and manage pages or databases through natural language conversations. It supports complex database querying, content updates, and workspace organization via the Model Context Protocol.

SOAR MCP Server

Integrates SOAR (Security Orchestration, Automation and Response) capabilities into AI clients, enabling security playbook execution, event management, and threat intelligence queries. Provides a complete security incident response platform through natural language interactions.

Turbo.az MCP Server

Enables users to search for vehicles and retrieve detailed listing information from the Turbo.az automotive marketplace. It supports advanced filtering by make, model, price, and other specifications through natural language queries.

Invoice Generator AI MCP

Invoice Generator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

TailscaleMCP

Enables comprehensive management of Tailscale networks including device management, DNS configuration, file sharing via Taildrop, security monitoring, and network automation with built-in Grafana/Prometheus observability stack.

Fathom AI MCP Server

Exposes the Fathom AI meeting intelligence API to Claude, allowing users to list meetings, fetch transcripts, and retrieve summaries. It also enables management of teams and members through the Model Context Protocol.

MCP Weather Server

A lightweight server that exposes weather-related tools (get_coordinates and get_forecast) using the Modular Command Protocol, designed for integration with AI agents and LLMs.

C++ MCP Server

An MCP server that provides semantic understanding of C++ codebases using libclang, allowing Claude to instantly find classes, functions, and their relationships without having to grep through thousands of files.

Python Weather MCP Server

Enables AI agents to fetch real-time weather data for any location using the OpenWeatherMap API. Demonstrates how to build a simple MCP server that exposes weather information as a tool for LLMs.

Crypto Tracker AI MCP

Crypto Tracker AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Fess MCP Server

Servidor MCP para interactuar con el motor de búsqueda Fess.

🚀 NexusHub

NexusHub es un potente servidor de Protocolo de Contexto de Modelos (MCP) que funciona como un punto de conexión central para flujos de trabajo de IA e integración de herramientas.

Coursera MCP Server

Enables users to search for courses, view detailed syllabus information, and manage enrollments and progress on Coursera. It supports automated interactions including viewing certificates through local or cloud-based browser environments using Playwright.

japan-ir-search

MCP server enabling full-text search of Japanese corporate IR filings (EDINET) via AI agents, supporting local SQLite FTS5 indexing and hosted beta API.

MariaDB Data Retrieval Server

Una implementación de servidor MCP que permite a Claude ejecutar consultas de solo lectura en bases de datos MariaDB y explorar esquemas de bases de datos a través del lenguaje natural.

SiteVitals

Monitor website health, uptime, SEO, security and performance via your AI assistant.

Hasan Orchestrator

An MCP server that orchestrates multiple devices (mobile, desktop, laptop) via REST API, allowing a local voice assistant (Hermes) to execute actions across devices through dynamic capability routing.