Discover Awesome MCP Servers

Dify External Knowledge MCP Server

Integrates Dify's external knowledge base API with the Model Context Protocol to enable AI agents to retrieve and query relevant information. It supports relevance scoring, metadata filtering, and flexible configuration through environment variables or command-line arguments.

mcp-proxy

mcp proxy

Grabba MCP Server

Microservice Connector Protocol server that exposes Grabba API functionalities as callable tools, allowing AI agents and applications to interact with Grabba's data extraction and management services.

Google Forms MCP Server

Enables creation and management of Google Forms with support for all 12 question types, response collection, CSV export, and form publishing through OAuth-authenticated API access.

mcp-scraper-engine

Here's a translation of "Basic MCP Server for Web Scraping" into Portuguese, along with some considerations for different contexts: **Most Common/General Translation:** * **Servidor MCP básico para Web Scraping** **Explanation:** * **Servidor:** Server * **MCP:** MCP is often left as is, as it's an acronym. If you *really* need to translate it, you'd need to know what it stands for. If it's a common acronym in the Portuguese-speaking web scraping community, leaving it as MCP is perfectly acceptable and likely preferred. * **básico:** Basic * **para Web Scraping:** for Web Scraping. "Web Scraping" is often used directly in Portuguese, especially in technical contexts. You could also use "extração de dados da web" but "Web Scraping" is more concise and widely understood. **Alternative Translations (Less Common, Context-Dependent):** * **Servidor MCP fundamental para extração de dados da web:** (More formal, emphasizes data extraction) * **Servidor MCP simples para Web Scraping:** (Emphasizes simplicity) * **Servidor MCP inicial para Web Scraping:** (Emphasizes starting point) **When to use alternatives:** * **"extração de dados da web"** is a good alternative if you're writing for a less technical audience or if the context requires a more formal tone. * **"simples"** or **"inicial"** might be better if you want to highlight the ease of use or the introductory nature of the server. **Recommendation:** In most cases, **"Servidor MCP básico para Web Scraping"** is the best and most natural translation. It's concise, clear, and uses the common terminology.

FI-MCP

Provides AI assistants with access to 30+ validated financial independence calculation functions, eliminating hallucinations by ensuring accurate calculations for retirement planning, CoastFI, investment returns, and other FI metrics.

Bash MCP

Uma aplicação TypeScript que permite que Claude execute comandos bash com segurança, implementando salvaguardas de segurança e fornecendo uma interface segura através do Protocolo de Contexto do Modelo.

MCP Server

Um servidor de execução de comandos shell multiplataforma que suporta ambientes Windows, macOS e Linux com shells PowerShell, CMD, GitBash e Bash, otimizado para ambientes de idioma japonês.

MCPDocSearch

Crawls documentation websites and provides semantic search capabilities over the content through vector embeddings, enabling natural language queries of technical documentation.

Spotify MCP Server

A Model Context Protocol server that enables AI assistants like Claude Desktop to interact with Spotify's music streaming service, supporting playback control, playlist management, music search, and user profile access.

Querysharp MCP Server

Enables AI assistants to analyze and optimize PostgreSQL database performance by identifying missing indexes and suggesting query rewrites. It allows users to retrieve database projects and implement performance fixes directly through natural language in their code editor.

LumiFAI MCP Technical Analysis Server

Forneço ferramentas de análise técnica para dados de negociação de criptomoedas, calculando EMAs (períodos de 12 e 26) para pares da Binance usando MongoDB para armazenamento de dados.

Speelka Agent

Agente LLM Universal baseado em MCP

mcp-teamcity

Once configured, you can use natural language commands like: "Search for failed builds in the last week" "Why last deploy was failed" "Search the most failed builds" "Trigger a build for the main branch" "Show me recent builds for project X" "Pin the latest successful build" "Cancel the running bui

Google Tasks MCP Server

Enables AI assistants to manage Google Tasks through natural language interactions. Supports creating, updating, deleting, searching, and listing tasks with secure OAuth2 authentication.

PAL - Project API Locker

Enables secure API key management for development projects by storing keys in OS keychains, auto-generating .env files and SDK client code, and providing AI-assisted key management through Claude Code integration.

Greeting & Image Generation MCP Server

Provides multilingual greetings in English, Korean, and Japanese, and generates AI images using the FLUX.1-schnell model from Hugging Face.

NCP - Natural Context Provider

Unified MCP orchestration layer that consolidates multiple MCPs into a single interface with semantic tool discovery, code-mode execution, scheduling, and intelligent caching to reduce token usage by 97% and eliminate choice paralysis.

Context Apps

This MCP server provides an AI-powered productivity suite that connects Todo, Idea, Journal, and Timer apps with AI

UniProt MCP Server

Um servidor MCP que permite que modelos de linguagem busquem informações de proteínas do banco de dados UniProt, incluindo detalhes da proteína, sequências, funções e estruturas.

MCP Server

Repositório de desenvolvimento para o servidor MCP (Managed Communication Protocol).

StarRocks MCP Server

Este servidor MCP fornece conexão ao Starrocks, permitindo que você explore este mecanismo de consulta com o mínimo de esforço.

Multi-Source Documentation MCP Server

Enables AI assistants to search and query documentation from multiple sources including Voiceflow and Claude Code, with full-text search, code examples retrieval, and step-by-step tutorials access.

OpenAI Image Generation MCP Server

Provides tools for generating and editing images using OpenAI's gpt-image-1 model via an MCP interface, enabling AI assistants to create and modify images based on text prompts.

GKE Hub API MCP Server

An auto-generated MCP server that enables interaction with Google Kubernetes Engine Hub API for multi-cluster management through natural language commands.

Financial Data MCP Server

Provides real-time and historical financial market data from Yahoo Finance, including stock prices, options chains, and company news. It also enables technical analysis calculations like moving averages and RSI for comparing or analyzing stock performance.

File Finder MCP Server

Permite a busca de arquivos por fragmentos de nome via JSON-RPC ou uma API REST HTTP, com opções para uso direto ou integração com outras ferramentas como o VS Code.

Singapore Location Intelligence MCP

Provides comprehensive Singapore transport routing with real-time public transport data, weather-aware journey planning, postal code resolution, and Google Maps-quality turn-by-turn navigation across MRT, LRT, buses, and walking routes.

Cloudflare Playwright MCP Example

Enables AI assistants to control a web browser via Playwright on Cloudflare Workers for automated tasks like navigation, clicking, typing, and taking screenshots. It integrates with platforms like Claude Desktop and GitHub Copilot to perform web automation through a standardized toolset.