Discover Awesome MCP Servers

Weather MCP Server

Enables LLMs to retrieve 24-hour weather forecasts and city information through natural language queries using city names or coordinates.

Minecraft Bedrock Education MCP

Enables controlling Minecraft Bedrock and Education Edition through natural language commands via WebSocket connection. Provides tools for player actions, world manipulation, building structures, camera control, and wiki integration for automated gameplay and educational scenarios.

arXiv MCP Server

Enables searching and retrieving arXiv papers by topic, fetching abstracts by paper ID, and saving markdown content to files. Includes examples of integrating MCP tools with Google Gemini for AI-powered paper research.

Freshdesk MCP Server

Enables interaction with Freshdesk API v2 to manage support tickets, contacts, agents, companies, and conversations with built-in authentication, rate limiting, and error handling.

MCP Server Demo

A minimal WebSocket-based MCP server implementation that enables modern tool integrations with VSCode, Claude, and other applications.

Prompt Cleaner MCP Server

Enables cleaning and sanitizing prompts through an LLM-powered tool that removes sensitive information, provides structured feedback with notes and risks, and normalizes prompt formatting. Supports configurable local or remote OpenAI-compatible APIs with automatic secret redaction.

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Multi-Capability Proxy Server

A Flask-based server that hosts multiple tools, each exposing functionalities by calling external REST APIs through a unified interface.

Fed Speech MCP

Retrieves, parses, and analyzes speeches and testimonies from Federal Reserve officers, enabling searches by speaker, topic, and keyword with automatic RSS feed discovery and intelligent relevance scoring.

FluentLab Funding Assistant

Provides access to FluentLab's funding database, enabling users to search for funding opportunities and retrieve document checklists required for specific funding programme applications.

Codebase Insights MCP Server

Analyzes API codebases from GitHub and Bitbucket repositories to generate Postman collections, business reports, and detailed code insights. Supports multiple frameworks including FastAPI, Spring Boot, Flask, Express, and OpenAPI/Swagger specifications.

Hong Kong Creative Goods Trade MCP Server

Provides access to Hong Kong's recreation, sports, and cultural data through a FastMCP interface, allowing users to retrieve statistics on creative goods trade including domestic exports, re-exports, and imports with optional year filtering.

PropellerAds MCP Server

Integrates PropellerAds' programmatic advertising platform with AI to automate campaign management, real-time optimization, and performance analysis. It enables users to create, scale, and manage ad campaigns through natural language commands for tasks like bid adjustment and zone blacklisting.

Market Data MCP Server

Enables fetching market and options data including OHLCV prices, option chains, Greeks, and corporate events through a pluggable FastAPI service. Supports creating aligned training datasets for financial analysis and uses yfinance by default with support for custom data providers.

German Legal MCP Server

Provides unified access to German federal and state legislation, court decisions, and European Union legal databases for comprehensive legal research. It enables users to search and retrieve full-text laws, parliamentary documents, and judicial rulings directly through the Model Context Protocol.

Camoufox MCP Server

Provides privacy-focused browser automation using a specialized Firefox fork with advanced anti-detection and fingerprint spoofing capabilities. It enables AI assistants to navigate websites, retrieve HTML content, and capture screenshots while maintaining anonymity.

Reddit MCP Server

Enables access to Reddit data including posts, comments, user profiles, and subreddit information through a unified API interface with token-efficient TOON format output.

SEO Automation and Optimization

Fornece automação de SEO com ferramentas para pesquisa de palavras-chave, análise de SERP e análise da concorrência por meio da integração da API do Google Ads, permitindo que assistentes de IA acessem essas capacidades via MCP.

GitHub PR MCP Server

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Blueprint MCP

Generates architecture diagrams, flowcharts, and sequence diagrams to visualize codebases, system architectures, and technical workflows using Nano Banana Pro. Integrates with Arcade's ecosystem to pull data from various sources and transform them into visual diagrams.

LinkedIn - Full Tools MCP (via Reepl)

Manage your entire LinkedIn presence - write posts, schedule publishing, track contacts, and access saved content.

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Tenant Leasing Analytics

Enables analysis of prospective tenant inquiries and market rent comparisons through database queries, guest card analytics, and automated generation of leasing emails and visual market reports with charts.

Repo Analyzer MCP Server

Um servidor MCP que analisa repositórios Git e fornece orientação para a criação de Dockerfiles, executado localmente usando transporte stdio.

Socket MCP Server

A Model Context Protocol (MCP) server for Socket integration, allowing AI assistants to efficiently check dependency vulnerability scores and security information.

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Mineru MCP Server

Enables document parsing through the Mineru API with support for multiple formats (PDF, DOC, DOCX, PPT, images), OCR, formula recognition, and table extraction in multiple languages.

Remote MCP Server on Cloudflare

A template for deploying a Model Context Protocol server on Cloudflare Workers featuring OAuth authentication and SSE transport. It enables secure remote access to MCP tools from clients like Claude Desktop through a local proxy.

mcp-freecad

Este projeto oferece uma integração robusta entre assistentes de IA e o software CAD FreeCAD usando o Protocolo de Contexto de Modelo (MCP). Ele permite que aplicações externas interajam com o FreeCAD através de uma interface padronizada, oferecendo múltiplos métodos de conexão e ferramentas especializadas.