Discover Awesome MCP Servers

Percepta MCP Server

Provides browser automation, AI-powered analysis, visual processing, web scraping, automated test generation, and DevTools analysis capabilities. Supports multiple AI providers (OpenAI, Anthropic, Google, Ollama) for intelligent web interaction and data extraction.

KiCad MCP Server

Enables analysis of KiCad electronic schematics through natural language queries to search components, trace signal paths, explore connections, and analyze multi-board systems.

Switzerland Environmental Compliance MCP

Provides comprehensive Swiss agricultural environmental compliance data covering water protection zones, ammonia emission limits, biodiversity requirements, and nutrient regulations from BAFU, BLW, and Agroscope. Enables AI assistants to search federal ordinances and verify farm compliance through specialized tools for GSchG, LRV, DZV, and other environmental laws.

My Tools MCP Server

Provides file reading and mathematical calculation tools through the Model Context Protocol. Enables reading file contents and evaluating mathematical expressions via stdio transport.

JupyterMCP - Jupyter Notebook Model Context Protocol Integration

Um Protocolo de Contexto de Modelo (MCP) para Jupyter Notebook.

MCP Apps POC

A proof-of-concept demonstrating interactive UI capabilities for MCP servers through a task management example. Shows how MCP servers can deliver HTML/CSS/JS interfaces that render inside AI chat clients with bidirectional communication.

AgentAnycast

Discover and communicate with AI agents over encrypted P2P networks. Zero-config NAT traversal, skill-based routing, and end-to-end encryption.

mcp4mcp

A Meta MCP Server that provides persistent memory and intelligent guidance for MCP development projects.

FirstCycling MCP Server

Fornece dados profissionais de ciclismo do FirstCycling, permitindo que os usuários recuperem informações abrangentes sobre ciclistas, resultados de corridas, dados históricos de ciclismo e informações de equipes por meio de consultas em linguagem natural.

RendrKit MCP Server

Enables AI assistants to generate professionally designed, production-ready images via the RendrKit API. It supports custom styles, brand kits for consistent visual identity, and image management across various dimensions.

Everything Search MCP Server

Integrates with Everything Search Engine to provide lightning-fast file search capabilities across Windows systems using natural language queries and advanced filtering options through MCP-compatible applications.

AgentSeal

Every agent action is recorded in a SHA-256 hash chain. Prove to clients that your agent did what it said it did. Record, query, verify, and export agent activity.

QMT-MCP-Server

Um aplicativo de servidor que permite que grandes modelos de linguagem executem operações de negociação de ações através do sistema de negociação QMT, fornecendo funcionalidades para consultas de conta, gerenciamento de posições e envio de ordens.

astro-airflow-mcp

An MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.

Sakura Cloud MCP Server

Uma implementação de servidor MCP que permite que assistentes de IA interajam e gerenciem a infraestrutura Sakura Cloud, incluindo servidores, discos, redes e aplicações em contêineres.

Enrichr MCP Server

Enables gene set enrichment analysis using the Enrichr API across hundreds of gene set libraries including Gene Ontology, pathways, diseases, tissues, drugs, and transcription factors. Returns only statistically significant results for interpretation.

MCP Time Server

Provides current time information with support for multiple IANA timezones, defaulting to Asia/Shanghai timezone.

SOL Claimer MCP Server

An MCP server that enables AI assistants to analyze Solana wallets for empty or low-value token accounts. It allows users to identify opportunities to recover SOL rent by closing or burning these accounts through the SOL Claimer API.

wxauto MCP Server

Provides WeChat automation capabilities for AI development tools via the Model Context Protocol. It enables users to send messages, manage contacts, and handle file transfers through AI assistants like Claude and Cursor.

Cakemail MCP Server

Enables comprehensive email marketing automation through the Cakemail API, including campaign management, transactional emails, contact list operations, template design with BEEeditor, detailed analytics, and multi-account enterprise management.

ERINYS

Reflexive Memory for AI Agents - MCP Server. Remembers, forgets, questions, and bites.

ChatGPT Interactive Components Examples

Provides production-ready examples of MCP servers that demonstrate building rich, interactive UI components for ChatGPT, including authentication flows, product search with carousels, shopping cart checkout, and membership signups with state management.

Powerdrill

Um servidor MCP que fornece ferramentas para interagir com conjuntos de dados Powerdrill (https://powerdrill.ai/), permitindo análises de dados de IA inteligentes e insights.

habitat

Este é um conjunto de componentes que colaboram entre si e que, juntos, facilitam o gerenciamento, desenvolvimento, uso e migração de servidores MCP, tanto localmente quanto na rede.

MCP Gastos

Enables personal expense management through CSV storage, allowing AI agents to add, query, and analyze expenses with automatic categorization and payment method validation.

mediawiki-mcp-server

Um servidor MCP que permite pesquisar e recuperar conteúdo em qualquer site wiki que use MediaWiki com LLMs 🤖. wikipedia.org, fandom.com, wiki.gg e mais sites que usam Mediawiki são suportados!

Xcode MCP Server

Enables AI assistants to manage Xcode projects by listing targets, reading configurations, and triggering builds via the Model Context Protocol. It facilitates natural language interaction with macOS developer tools to streamline iOS app development processes.

frontapp-mcp-server

Servidor MCP para Aplicativo Front-End