Discover Awesome MCP Servers

Prefect MCP Server

Um servidor que permite a interação com as ferramentas de automação de fluxo de trabalho Prefect através do Protocolo de Contexto de Modelo, oferecendo maior confiabilidade através do mecanismo de execução uvx e integração perfeita com o Cursor IDE.

litmus-mcp-server

litmus-mcp-server

Web Search MCP Server

Enables free web searching using Google search results without the need for API keys or authentication. It returns structured data including titles, URLs, and descriptions with configurable result limits.

JXLS Excel Template Generator

A Model Context Protocol (MCP) server that generates Excel templates conforming to JXLS specifications, supporting both JSON objects and arrays data formats.

Remote MCP Server Authless

A template for deploying remote MCP servers to Cloudflare Workers without authentication, enabling developers to expose custom tools via Server-Sent Events. It facilitates easy integration with the Cloudflare AI Playground and local clients like Claude Desktop through the mcp-remote proxy.

SSE-based Server and Client for

Servidor e cliente MCP remoto de base SSE

MCP Server Sample

An educational implementation of a Model Context Protocol server that demonstrates how to build a functional MCP server integrating with various LLM clients.

date-fns MCP

Provides access to date-fns documentation and utilities through MCP. Enables users to query and interact with the comprehensive date manipulation library's documentation and functions.

Housing MCP Server

Servidor MCP para consulta de informações sobre habitação pública.

MySQL MCP Server

Enables LLMs to query and analyze data across multiple MySQL databases with enterprise data federation, intelligent caching, cross-system analytics, and automated schema discovery for comprehensive business intelligence.

git-commit-aider MCP Server

Makes git commits on behalf of AI by appending "(aider)" to the committer's name, allowing tracking of AI contributions in your codebase.

MCP Server + Document Memory System

Enables AI systems to remember interactions, understand document context through semantic search, and intelligently route requests with persistent memory and quality-scored content synthesis.

Marvel Rivals MCP

Provides access to Marvel Rivals game data including hero information, abilities, skins, achievements, items, maps, and player profiles through a standardized interface.

MarketCheck MCP Apps

Provides 25 interactive automotive intelligence tools for real-time market data, including VIN decoding, price predictions, and inventory analytics. It enables AI assistants to perform car searches, trade-in estimations, and market trend analysis using the Model Context Protocol.

FastMCP_RecSys

A CLIP-Based Fashion Recommender system that allows users to upload clothing images and receive tags and recommendations based on visual analysis.

Graphiti MCP Server

A framework for building and querying temporally-aware knowledge graphs that allows AI assistants to interact with graph capabilities through the Model Context Protocol.

wordorb

Word Orb is a language enrichment MCP server. 50,000+ words with IPA, definitions, etymology, translations in 47 languages with native script, gender equity guidance, and AI identity ethics. 3ms edge response. Tools: word_enrich, word_ethics, agent_speak. URL: https://mcp.wordorb.ai/mcp

pdfdancer-mcp

Provides access to pdfdancer documentation through search and content retrieval tools, connecting to a Docusaurus search worker to query indexed docs and retrieve markdown content.

MCP Server Starter

Um modelo pronto para produção para construir servidores de Protocolo de Contexto de Modelo em TypeScript, oferecendo desenvolvimento rápido com Bun, linting com Biome e gerenciamento de versão automatizado.

fiverr-mcp-server

MCP server for searching Fiverr gigs, comparing freelancer packages, reading seller reviews, and exploring service categories. Provides structured tools for gig search, details, seller profiles, reviews, and category browsing with built-in anti-bot handling.

Frasurbane MCP Server

Provides tools for analyzing and generating content in the Frasurbane aesthetic through a structured taxonomy of typography, color palettes, and photography parameters. It enables users to enhance image-gen prompts and evaluate compositional tension using a specialized 5D coordinate system.

Gemini CLI RAG MCP

Transforms static gemini-cli documentation into a queryable RAG service, enabling developers to ask questions about Gemini CLI in natural language and receive instant, accurate answers based on the official documentation directly within their workflow.

ROS2 MCP Server

A Python-based server that enables AI assistants to control robots by integrating the Model Context Protocol (MCP) with ROS 2, allowing for natural language commands that translate into robot movement via the /cmd\_vel topic.

MCP-MinerU

Enables document and image parsing to extract text, tables, and formulas from PDFs, screenshots, and scanned documents. Features OCR capabilities, table recognition, LaTeX formula conversion, and MLX acceleration optimized for Apple Silicon.

modbus-mcp

modbus-mcp

YA_MCPServer Template

A boilerplate template for developing Model Context Protocol (MCP) servers, providing a structured framework for defining tools, resources, and prompts.

SportIntel MCP Server

Provides AI-powered sports analytics for Daily Fantasy Sports (DFS) with real-time player projections, lineup optimization, live odds aggregation from multiple sportsbooks, and SHAP-based explainability to understand recommendation reasoning.

Postman MCP Generator

A server that implements the Model Context Protocol (MCP) standard, enabling LLMs like Claude to interact with selected Postman API requests through generated JavaScript tools.

MCP Mobile Server

Transforms AI assistants into mobile development powerhouses with 36 tools for Flutter, Android, and iOS development, including intelligent device management, automated builds, testing, and deployment workflows.

ADK MCP Agent

A streaming chat agent that integrates Google ADK with Model Context Protocol and Google Maps tools, enabling users to interact with location-based services through a conversational interface.