Discover Awesome MCP Servers

MCP Agent

A production-ready research agent that enables users to perform web searches via the Model Context Protocol (MCP) and a FastAPI client interface.

Basic MCP Application

Uma aplicação simples que demonstra a integração do Protocolo de Contexto de Modelo (MCP) com FastAPI e Streamlit, permitindo que os usuários interajam com LLMs através de uma interface limpa.

aws-mcp-cloud-dev

AI-powered cloud development with AWS MCP Servers

FamilySearch MCP Server

Um servidor de Protocolo de Contexto de Modelo que permite que ferramentas de IA como Claude ou Cursor interajam diretamente com os dados de história da família do FamilySearch, incluindo a pesquisa de registros de pessoas, a visualização de informações detalhadas e a exploração de ancestrais e descendentes.

RandomUser MCP Server

Fornece acesso aprimorado à API randomuser.me com recursos avançados como formatação personalizada, geração de senhas e distribuição ponderada de nacionalidades.

Garak-MCP

Servidor MCP para o Scanner de Vulnerabilidades Garak LLM https://github.com/EdenYavin/Garak-MCP/blob/main/README.md

SpiderFoot MCP Server

Enables interaction with SpiderFoot OSINT reconnaissance tools through MCP, allowing users to manage scans, retrieve modules and event types, access scan data, and export results. Supports both starting new scans and analyzing existing reconnaissance data through natural language.

Smartsheet MCP Server

Enables interaction with Smartsheet API to search, retrieve, create, update, and manage sheets, rows, webhooks, sharing permissions, cross-sheet references, and perform bulk operations through the Model Context Protocol.

propublica-mcp

A Model Context Protocol (MCP) server that provides access to ProPublica's Nonprofit Explorer API, enabling AI models to search and analyze nonprofit organizations' Form 990 data for CRM integration and prospect research.

Text Analyzer

Provides comprehensive text analysis capabilities including character counting, word statistics, character type analysis, and text length validation for Korean and English text. Supports AI agents in analyzing and validating text content with detailed statistics and Unicode support.

MCP OI-Wiki

Enhances large language models with competitive programming knowledge by leveraging OI-Wiki content through vector search, allowing models to retrieve relevant algorithms and techniques.

Spotify MCP Server

Enables AI assistants to control Spotify playback, search for music, manage playlists, and interact with your Spotify library through natural language commands.

MCP APP

Here are a few possible translations, depending on the specific context of "MCP Server Application with RAG": **Option 1 (Most Literal):** * **Aplicação de Servidor MCP com RAG** This is a direct translation and might be suitable if the audience is familiar with the acronyms "MCP" and "RAG" in their English form. **Option 2 (Slightly More Explanatory):** * **Aplicação de Servidor MCP com Recuperação Aumentada por Geração** This translates "RAG" to its full form in Portuguese. It's more explicit but also longer. **Option 3 (If "MCP" needs explanation):** * **Aplicação de Servidor [Explanation of MCP] com RAG** * **Aplicação de Servidor [Explanation of MCP] com Recuperação Aumentada por Geração** You would replace "[Explanation of MCP]" with a brief description of what "MCP" refers to. For example, if MCP stands for "Multi-Camera Processing," you might use: * **Aplicação de Servidor de Processamento Multi-Câmera com RAG** * **Aplicação de Servidor de Processamento Multi-Câmera com Recuperação Aumentada por Geração** **Which option is best depends on the context:** * **Technical audience familiar with the English acronyms:** Option 1 is likely fine. * **Less technical audience or if you want to be very clear:** Option 2 is better. * **If "MCP" is not widely known:** Option 3 is necessary. **In summary, without knowing what "MCP" stands for, I recommend:** * **Aplicação de Servidor MCP com Recuperação Aumentada por Geração** This is the most generally understandable translation. Remember to replace "MCP" with its full Portuguese equivalent if necessary.

Orchestrator MCP

An intelligent MCP server that orchestrates multiple MCP servers with AI-enhanced workflow automation and production-ready context engine capabilities for codebase analysis.

Accessibility Testing MCP

Enables accessibility testing of websites and HTML content using axe-core and IBM Equal Access engines. Supports WCAG compliance checking, multi-viewport testing, and provides detailed violation reports with remediation guidance.

ChatGPT Apps EdgeOne Pages Starter

A minimal MCP server template for deploying to Tencent Cloud EdgeOne Pages using Next.js and edge functions. Demonstrates tool registration and widget rendering with the hello_stat example tool.

Shepherd MCP

Enables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.

AIOS Co-Founder MCP

Enables users to interact with a business co-founder/executive assistant that integrates with Google services (Gmail, Calendar, Contacts), web search, and includes approval gating for sensitive operations.

Sequential Thinking MCP Server

Enables structured, step-by-step problem-solving through dynamic thinking processes that can be revised, branched, and adjusted as understanding deepens. Supports breaking down complex problems into manageable steps with the ability to revise previous thoughts and explore alternative reasoning paths.

Marlo MCP

Enables interaction with Marlo's maritime finance and operations platform, providing access to vessel management, voyage tracking, financial data, banking transactions, loans, compliance reporting, and operational analytics for shipping businesses.

Simple Voice MCP Server

Enables text-to-speech playback with multiple Japanese character voices using VLC, supporting simultaneous audio playback and custom pronunciation dictionaries for English words.

OpenAccess MCP

Enables secure remote access operations through SSH, SFTP, rsync, VPN, and tunneling with enterprise-grade policy enforcement and audit logging. Provides AI assistants with secure, policy-driven access to remote systems while maintaining comprehensive audit trails and zero-trust security.

custom_mcp_server

Building custom MCP server

Gemini MCP

An AI-powered Model Context Protocol server for Claude Code that provides code intelligence tools including codebase analysis, task management, component generation, and deployment configuration.

Mcp Cassandra Server

Here's the translation of "Model Context Protocol for Cassandra database" into Portuguese: **Protocolo de Contexto de Modelo para banco de dados Cassandra** Here are a few alternative translations, depending on the specific nuance you want to convey: * **Protocolo de Contexto do Modelo para o banco de dados Cassandra:** (More formal, using "o" before "banco de dados") * **Protocolo de Contexto de Modelo para Bancos de Dados Cassandra:** (If you're referring to Cassandra databases in general, pluralizing "bancos de dados" might be appropriate) The first option, **Protocolo de Contexto de Modelo para banco de dados Cassandra**, is generally the most common and natural-sounding translation.

MCP Server Boilerplate

A starter template for building Model Context Protocol servers that can integrate with AI assistants like Claude or Cursor, providing custom tools, resource providers, and prompt templates.

MedGemma Vertex

MCP server that routes medical questions and images to MedGemma models hosted on Vertex AI, enabling interaction with text-only and multimodal medical AI systems.

sheet-music-mcp

Um servidor MCP para renderização de partituras.

WhatsApp Business API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the WhatsApp Business API, allowing agents to send messages, manage media, and perform other WhatsApp business operations through natural language.