Discover Awesome MCP Servers

Weather Server

Provides global weather query services with features including real-time weather, weather forecasting, and multi-city weather comparison.

SPARQL MCP Server

Enables users to write and execute SPARQL queries against open-access SPARQL endpoints by providing relevant query examples, schema information, and endpoint metadata. Supports querying biological databases like UniProt and Bgee through natural language interactions.

agent-deploy-dashbaord

Unified deployment dashboard MCP server for AI agents. 9 tools to manage services across Vercel, Render, Railway, and Fly.io — deploy status, logs, service listing, environment variables, rollback, and health checks from one endpoint. Free tier: 50 requests/IP/day.

Arbitrum MCP Server

Enables monitoring and interaction with Arbitrum Nitro nodes and chains through natural language queries. Supports comprehensive chain health monitoring, batch posting tracking, gas price analysis, and node operations across all Arbitrum networks including core chains and Orbit chains.

MCP Jina Supabase RAG

Crawls and indexes documentation websites to Supabase with vector embeddings for RAG, using smart sitemap discovery and Jina AI for fast content extraction with multi-project support.

Cloudflare Playwright MCP

A Model Control Protocol server that enables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

Daft.ie MCP Server

An MCP server that enables interaction with the Daft.ie API for searching rental properties and retrieving detailed information about specific rental listings.

Dev Tool MCP

Provides web crawling and browser automation capabilities with support for multiple content formats (HTML, JSON, PDF, screenshots, Markdown), page content extraction, console message monitoring, and network request tracking.

artefact-mcp-server

Revenue intelligence MCP server: RFM analysis, 14.5-point ICP scoring, pipeline health scoring. Embeds Artefact Formula methodology. HubSpot integration.

APIClaw

The API layer for AI agents. World's biggest API index with 22,000+ APIs and growing. Agents discover and call APIs at runtime with semantic search, structured metadata, and 18 Direct Call APIs including AI providers.

MCP PyODBC Server

Un servidor MCP ligero que permite el acceso y la consulta de bases de datos a través de conexiones ODBC, con soporte especial para las características del DBMS Virtuoso, como SPARQL y asistencia de IA a través del lenguaje natural.

Lean LSP MCP

Enables LLM agents to interact with the Lean theorem prover through the Language Server Protocol, providing tools for analyzing Lean projects, accessing diagnostics, goal states, documentation, and searching for theorems using both local and external search services.

Read-Website

一个快速、高效的网页内容提取工具，将网页转换为干净的Markdown格式，适用于AI代理、IDE和LLM管道。

adr-skills

Automatically generates Architecture Decision Records (ADRs) from Claude Code conversations using Claude Opus. Features AI quality review, duplicate detection, and dependency graph.

yagms

Aquí tienes algunas opciones de traducción, dependiendo del contexto: * **Otra vez un servidor MCP de Gmail** (Énfasis en la repetición) * **Un servidor MCP de Gmail más** (Énfasis en la adición a otros existentes) * **Otro servidor MCP de Gmail** (Traducción más general) En general, la opción más común y probablemente la mejor es: **Otro servidor MCP de Gmail**

simplecov-mcp

Enables Claude to directly access and analyze Ruby SimpleCov coverage reports for Rails projects. It allows users to retrieve coverage summaries, filter files by coverage rates, and identify specific uncovered lines to streamline test development.

Mund

MCP security scanner for AI agents - detects prompt injection, secrets, PII, and vets MCP servers before installation

iMessage MCP Server

Enables Claude to send and read iMessages on macOS, with smart contact lookup, message history retrieval, and cross-conversation search using natural language commands.

webclaw-mcp

MCP browser agent that runs as a Chrome extension. Control your real Chrome browser with 17 MCP tools — uses accessibility tree with @ref labels for low token usage. Supports WebMCP native tools.

AutoDocs MCP Server

Automatically provides AI assistants with contextual, version-specific documentation for Python project dependencies by scanning pyproject.toml files. Eliminates manual package lookup and enables more accurate coding assistance through seamless integration with AI tools.

My Credentials MCP Server

Enables secure chat-based interaction with PostgreSQL databases through Claude Desktop. Features GitHub OAuth authentication, role-based access control, and enterprise-grade security for database queries and operations.

mcp-skills

Provides dynamic, context-aware code assistant skills through hybrid RAG (vector + knowledge graph), enabling runtime skill discovery, automatic toolchain-based recommendations, and on-demand loading from multiple git repositories.

Pulse MCP Server

Enables interaction with the Pulse usage-based billing platform to track metering events, manage customers, and generate invoices. It also supports managing products, payment links, and AI agent usage directly through MCP-compatible assistants.

Farnsworth

Farnsworth gives Claude persistent memory and autonomous agent capabilities. It runs locally and provides Hierarchical Memory (Working -> Episodic -> Archival), a Multi-Model Swarm (combining Ollama models for better reasoning), and specialized agents for Web Browsing, Vision (CLIP), and Voice (Whis

BambuStudio MCP Server

Provides end-to-end 3D printing automation for Bambu Lab printers, allowing users to generate, slice, and monitor prints using natural language. It features model generation from text or images, real-time camera monitoring, and automated print quality improvement.

TMDB MCP Server

Provides access to The Movie Database (TMDB) API for searching movies, retrieving movie details, cast information, and browsing current, upcoming, popular, and top-rated films, as well as searching for actors and directors.

Integrating Model Context Protocol (MCP) Tools with Semantic Kernel: A Step-by-Step Guide

Integra herramientas del Protocolo de Contexto de Modelo (MCP) con Microsoft Semantic Kernel para construir flujos de trabajo impulsados por IA. Este proyecto de C# conecta servidores MCP a Semantic Kernel, permitiendo que los LLM llamen a herramientas externas sin problemas. Incluye código de ejemplo para desarrolladores que exploran la orquestación de IA con .NET.

WikiTree MCP server

Integrates with the WikiTree API to provide tools for exploring genealogical data, including ancestor and descendant information. It enables users to retrieve biographies and family relationships through any application supporting the Model Context Protocol.

NBA MCP Server

A Model Context Protocol server that enables LLMs to retrieve NBA data including player stats, team information, game logs, and league standings through the nba_api library.