Discover Awesome MCP Servers

MCP Agent Social Media Server

Provides social media functionality for AI agents, enabling them to login with unique handles, read filtered posts, and create posts or replies within team-based discussions.

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.

preloop

MCP proxy & AI automation platform with a human approval layer

MCP Server with Docker

A project that integrates Model Control Protocol with OpenAI's API, allowing OpenAI to access and utilize tools exposed by a dockerized MCP server.

MCP Materials Server

Provides AI assistants with access to materials science databases, enabling search and analysis of material properties, crystal structures, phase diagrams, and elastic properties through the Materials Project API.

This is MCP server for test

Servidor MCP para teste

⚡ go-mcp

⚡ Um SDK Go intuitivo e com segurança de tipos para construir servidores MCP com facilidade e confiança.

MCP Server - Images

A Model Context Protocol server that enables AI-powered image generation through Stability AI and Black Forest Labs APIs, allowing users to create images from detailed text prompts with customizable settings and comprehensive metadata tracking.

agentmemo-mcp

Persistent memory and human approval for any AI agent. Give your AI agents the ability to remember across sessions and ask humans for approval before sensitive actions. Works with Claude, Cursor, OpenClaw, and any MCP-compatible client.

MCP Server - Archi Track

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

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.

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.

Qwen MCP Tool

Enables AI assistants to leverage Qwen's code analysis capabilities with large context windows, supporting file/directory analysis, sandbox execution, and multiple approval modes for safe code operations.

MCP Feedback Collector

A modern Model Context Protocol (MCP) server that enables AI assistants to collect interactive user feedback, supporting text and image-based responses.

Kakao API MCP Server

Um servidor que permite que modelos de IA acessem funcionalidades do Kakao Map (busca de lugares, busca de endereços, cálculo de rotas) e serviços de busca do Daum (web, imagem, blog, café) através do Protocolo de Contexto de Modelo.

mcp-on-fire

Um repositório para MCP no Fire com um README incrível sobre o servidor GitHub MCP.

Sauce Demo Cypress Tests

This is an experimental project to integrate Playwright with MCP. My plan is to conduct in-depth research, understand the intricacies of the integration, and review the best articles on the web to create the optimal version of a project using both technologies.

Telegram MCP Server

A comprehensive integration that allows AI models to interact with Telegram accounts for messaging, group management, and contact synchronization. It enables automated tasks like chat history analysis, message scheduling, and webhook-based responses through the Model Context Protocol.

Scantool - File Scanner MCP

Analyzes source code structure across multiple languages using tree-sitter, extracting classes, functions, methods, and metadata with precise line numbers for efficient codebase exploration and AI-assisted development.

esp-component-registry-mcp

Servidor MCP para Registro de Componentes ESP

QuantMCP

A Model Context Protocol server that integrates with Amazon Braket, allowing AI assistants to access, control, and interpret results from quantum computing resources.

Prompt Learning MCP Server

Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

Dune Analytics MCP Server

Provides access to Dune Analytics blockchain data through specialized tools for querying DEX trading volumes, Solana memecoin metrics, Chainlink revenue, Pump.fun platform statistics, and custom query execution.

Google Search MCP Server Streamable HTTP

A Model Context Protocol (MCP) server that provides Google Search functionality with StreamableHTTP transport support.

Markdown + Mermaid to PDF MCP Server

Converts Markdown files and standalone Mermaid diagrams into high-quality PDF or PNG documents using Puppeteer and SVG rendering. It supports custom CSS styling and provides tools for professional document generation from markdown-based content.

resQ MCP Server

A Model Context Protocol server for the resQ emergency response system that integrates with digital twin simulations and coordination engines. It allows users to trigger simulations, generate deployment strategies, and monitor real-time drone status for incident response analysis.

Amazon CloudWatch Logs MCP Server

Um servidor de Protocolo de Contexto de Modelo (MCP) que permite que assistentes de IA interajam com o Amazon CloudWatch Logs através de uma interface padronizada usando o AWS SDK.