Discover Awesome MCP Servers

Solr MCP

Um servidor Python que permite que assistentes de IA realizem consultas de pesquisa híbrida em índices Apache Solr através do Protocolo de Contexto de Modelo, combinando a precisão de palavras-chave com a compreensão semântica baseada em vetores.

WCAG Color Contrast MCP Server

Enables accurate WCAG color contrast checking and accessibility analysis by calculating actual contrast ratios between color pairs, checking compliance levels, and analyzing luminance values for web accessibility.

didlogic_mcp

Uma implementação de servidor do Protocolo de Contexto de Modelo (MCP) para a API Didlogic. Este servidor permite que Modelos de Linguagem Grandes (LLMs) interajam com os serviços Didlogic através de uma interface padronizada.

MCP LLMS-TXT Documentation Server

Um servidor MCP de código aberto que fornece a aplicações como Cursor, Windsurf e Claude acesso a arquivos de documentação llms.txt, permitindo que os usuários controlem e auditem a recuperação de contexto.

National Parks MCP Server

Provides access to the National Park Service API to search for U.S. national parks, view park details, check alerts and closures, find visitor centers, campgrounds, and upcoming events.

Better Writer MCP

Generates natural, fluent Chinese content that reads like human writing using the Qwen3-Next-80B-A3B model. Supports web search for latest information and direct file saving with customizable writing rules.

MCP Server - Archi Track

Servidor MCP para pesquisar em uma API externa de uma aplicação web.

ArXiv MCP Server

Enables AI assistants to search and access arXiv papers through a Model Context Protocol interface, allowing for paper search, download, listing, and reading functionality.

Dify Plugin Tools

Um plugin que permite ao Dify conectar-se a múltiplos servidores MCP (Model Control Protocol) usando HTTP com transporte Server-Sent Events, suportando configurações personalizadas para URLs, cabeçalhos e tempos limite.

Moonshot MCP Server Gateway

A lightweight gateway server that provides a unified connection entry point for accessing multiple MCP servers, supporting various protocols including Network and Local Transports.

Oracle Context MCP Server

Provides AI agents with secure, natural-language access to Oracle Cloud Infrastructure through 69 tools covering services like compute, storage, networking, and databases. It features deep IAM integration and supports deployment across platforms like Claude Desktop, Cursor, and OCI Generative AI.

Zeek-MCP

A Model Context Protocol server that integrates Zeek network analysis capabilities with LLM chatbots, allowing them to analyze PCAP files and parse network logs through natural language interactions.

Studio MCP Clarifying Questions Server

Generates AI-powered clarifying questions for user task requests using Claude, helping gather detailed requirements about tech stack, architecture, deployment, and project scope through categorized, contextually relevant questions.

text-count-mcp-server

Um servidor de Protocolo de Contexto de Modelo para contagem de texto.

MemoDB MCP Server

Gerencia o contexto de conversas com IA e bases de conhecimento pessoais através do Protocolo de Contexto de Modelo (MCP), fornecendo ferramentas para dados do usuário, conteúdo da conversa e gerenciamento de conhecimento.

SmartThings MCP Server

Enables control and monitoring of SmartThings smart home devices through natural language, supporting switches, sensors, refrigerators, and other IoT devices with real-time status queries and command execution.

Google Cloud Logging MCP Server

Enables AI assistants to query, search, and analyze logs across Google Cloud Platform projects. It supports advanced filtering by severity or resource type and provides detailed log entry retrieval and project listing capabilities.

Azure Analysis Services MCP Server by CData

Azure Analysis Services MCP Server by CData

Trade Agent

Trade Agent

Tiling Trees MCP Server

Enables exploration and organization of research ideas using a hierarchical tile-based method with support for creating interconnected nodes (questions, hypotheses, methods, results), analyzing research gaps, and exporting to multiple visualization formats.

Pocket Assistant MCP Server

Enables AI assistants to save, retrieve, and manage research content using ChromaDB vector storage with semantic search, topic organization, and automatic deduplication powered by OpenAI embeddings.

Xano MCP Server for Smithery

Um servidor de Protocolo de Contexto de Modelo que permite que a IA Claude interaja com bancos de dados Xano, fornecendo operações abrangentes de banco de dados, gerenciamento de arquivos e rastreamento do histórico de solicitações por meio de uma interface padronizada.

mcp-server-solidworks

Este servidor MCP integra-se com a API do SolidWorks e estrutura-o em fluxos de contexto compatíveis com Claude.

MySQL MCP Server

Enables AI models to interact with MySQL databases through standardized operations including querying, executing commands, listing tables, and describing table structures with secure prepared statement support.

Excel MCP Server

Oferece capacidades de manipulação de arquivos Excel sem exigir a instalação do Microsoft Excel, permitindo a criação de pastas de trabalho, manipulação de dados, formatação e recursos avançados do Excel.

MCP-Driven Data Management System

Enables natural language interaction with heterogeneous databases (MySQL and PostgreSQL) for CRUD operations across customer, product, and sales data with intelligent query routing and visualization capabilities.

mcp2tcp

Uma ponte que conecta hardware físico com grandes modelos de linguagem de IA através do Protocolo de Contexto de Modelo (MCP), permitindo o controle de dispositivos TCP por meio de linguagem natural.

OpenViking MCP Server

Integrates the OpenViking context database with Cloudwise SA Workflow Skills to enable semantic search and access to product catalogs or solution templates. It supports hierarchical context loading for optimized token usage and includes a mock mode for testing without a live backend.