Discover Awesome MCP Servers

Acture MCP

Turns raw engineering signals into narrative reports by exposing GitHub data via MCP, enabling AI agents to generate structured, shareable engineering summaries.

ShieldNet MCP

A zero-trust security guardrail for AI agents that scans external endpoints and returns ALLOW/WARN/BLOCK decisions with detailed findings.

edinet-mcp

Enables access and analysis of Japanese corporate financial data (PL/BS/CF) via EDINET API. Supports searching companies, listing reports, and comparing financials through natural language queries.

Perplexity MCP

Enables AI-powered web research using your existing Perplexity Pro subscription, providing tools for search, follow-up conversations, and thread management through the Model Context Protocol.

Context7 MCP Server

Enables LLM-powered code analysis, generation, debugging, and context management through MCP integration with IDEs like Cursor and Claude Desktop.

Stock Analysis MCP Server

Enables real-time stock market analysis through AKShare API integration. Supports retrieving live stock prices, historical data, technical indicators (MA, MACD, RSI), market sentiment analysis, stock search, and financial news.

Predictive Maintenance MCP Server

Enables AI assistants to analyze vibration data, detect machinery faults, and generate professional diagnostic reports through natural conversation.

AI Survey Creator MCP Server

MCP server for creating AI-moderated interviews and surveys, deployable with shareable links

mathematica-mcp

Enables AI agents to run Mathematica code, control live notebooks, and verify results through natural language.

MCP Server Development Framework

Aqui está uma tradução possível: **"Este é um framework de desenvolvimento genérico projetado especificamente para o desenvolvimento de servidores MCP de nível empresarial."** Outras opções, dependendo do contexto, poderiam ser: * "Este é um framework de desenvolvimento universal, criado para facilitar o desenvolvimento de servidores MCP corporativos." * "Trata-se de um framework de desenvolvimento de propósito geral, ideal para a criação de servidores MCP para empresas." A escolha da melhor tradução depende do quão formal você quer que a frase soe e qual aspecto você quer enfatizar.

AI Vision MCP Server

Espelho de

mcp-zenkit

Enables managing Zenkit collections and entries through natural language commands, including listing, creating, updating, and deleting entries.

Agentic-AI-MCP-Query-Brain

An MCP server that transforms natural language questions into SQL, executes queries on PostgreSQL, and returns human-friendly responses, with Redis memory for context.

Ultimate GSAP Master MCP Server

Enables AI models to generate production-ready, 60fps-optimized GSAP animation code from natural language requests. It provides expert-level tools for creating complex sequences, debugging performance issues, and setting up GSAP within modern web frameworks.

My MCP Server

Um servidor de Protocolo de Contexto de Modelo com integração à API do GitHub.

Operaton MCP

Exposes over 300 Operaton BPM REST operations as tools for AI agents to interact with the Operaton engine. It enables managing process deployments, instances, user tasks, and decision tables through natural language commands.

OpenAPI Schema Explorer

MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resources for client-side exploration.

ArXiv Sync MCP Server

Enables AI assistants to search, download, and access arXiv papers with local storage and date filtering via the Model Context Protocol.

Huawei MCP Server

Enables AI assistants to operate Huawei Cloud resources (ECS, OBS, GaussDB, etc.) through conversational workflows via the Model Context Protocol.

desktop-control

Enables GUI automation by capturing screen, controlling mouse/keyboard, and targeting controls via accessibility layer; optionally supports voice commands and synthesis.

MCP Server for Alloy Modeling Language

Enables LLM-powered agents to generate, execute, and analyze Alloy modeling language code for software modeling and formal verification. Provides tools to run Alloy models, access documentation and examples, and generate models from system descriptions.

Security Guard MCP

Enables secure interaction between LLMs and MCP tools by applying zero-trust security controls, including sensitive data masking, file system protection, and policy enforcement.

codemap

MCP server for local-first code intelligence, providing structural code graph, semantic search, and impact analysis to AI agents.

Gorilla MCP

This MCP helps you find your first 100 users on social media channels using Gorilla, a tool designed for founders by founders.

OpenProject MCP Server

Enables AI assistants to manage OpenProject work packages, projects, and time tracking. It provides comprehensive tools for creating, updating, and querying tasks and project metadata through the OpenProject API.

Code Review Server

Espelho de

minimal-mcp-server

A minimal MCP server implementation designed for learning how to integrate tools like echo, time retrieval, and Japanese Wikipedia search with Claude Desktop. It serves as a foundational template for developing custom server capabilities using the TypeScript MCP SDK.