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O benchmark de avaliação em servidores MCP

Sse Mcp

Servidor MCP com protocolo SSE

MCP Weather Server

Provides real-time weather information and 5-day forecasts for cities worldwide using the OpenWeatherMap API. Supports bilingual queries (Chinese and English) with comprehensive weather data including temperature, humidity, and wind speed.

WinDbg GUI MCP Server

Enables AI assistants to interact with the WinDbg GUI through the Model Context Protocol using a PyKD-based plugin integration. It supports executing debugger commands, inspecting registers, reading memory, and performing automated crash analysis via natural language.

MITRE ATT&CK MCP Server

Provides comprehensive access to the MITRE ATT\&CK knowledge base with 50+ tools for querying threat actors, malware, and techniques, including automatic ATT\&CK Navigator layer generation for threat analysis and visualization.

Ghibli Video MCP Server

A TypeScript-based server that converts static images into animated videos with Ghibli-style aesthetics, accessible through Claude Desktop.

mcp-projects

Meu Repositório de Projetos para MCP (Protocolo de Contexto do Modelo)

PR Reviewer

Um assistente inteligente para análise de Pull Requests que integra o GitHub com o Notion para documentação automatizada de revisões através de uma arquitetura de servidor MCP (Modelo-Controlador-Provedor).

AI Development Pipeline MCP

A Model Context Protocol server that enables seamless integration between Claude AI and development tools like VSCode, Augment, Vercel, Airtable, and Square.

SEO Crawler MCP

A comprehensive website crawler and SEO analyzer that stores site data in a local SQLite database for AI-driven auditing. It enables users to detect technical SEO issues, broken links, and security vulnerabilities through natural language queries or terminal commands.

ThinkingCap

Multi-agent research server that runs multiple LLM providers in parallel with web search capabilities, synthesizing their responses into comprehensive answers for complex queries.

TongXiao Common Search MCP Server

A Model Context Protocol server that provides enhanced real-time search capabilities by integrating with Alibaba Cloud IQS APIs to deliver clean, accurate results from multiple data sources.

CVE Risk MCP Server

Enables CVE lookups and risk assessment by integrating CISA Known Exploited Vulnerabilities (KEV) data and CVSS metrics. It helps users prioritize patching efforts by ranking vulnerabilities based on exploitation status and calculated risk scores.

Omics AI MCP Server

Enables AI agents to conversationally interact with genomics research networks for data analysis and discovery across multiple Omics AI Explorer platforms. It provides tools for exploring data collections, examining table schemas, and executing SQL queries against datasets like Viral AI and Neuroscience AI.

Prompts MCP Server

A Model Context Protocol server for managing prompt templates as markdown files with YAML frontmatter, allowing users and LLMs to easily add, retrieve, and manage prompts.

YST KPI Daily Report Collector

Automatically collects daily report data from KPI systems using browser automation and Google OAuth login. Generates structured Markdown reports for specified date ranges with persistent session management.

Plugwise MCP Server

Enables control and monitoring of Plugwise smart home devices including thermostats, switches, and energy meters with automatic network discovery. Supports temperature control, energy monitoring, and multi-hub management through natural language commands.

Data.gov.my MCP Server

Provides seamless access to Malaysia's official government data catalogue, enabling developers to discover, explore, and fetch datasets from the Malaysian government's open data platform through a simple, unified interface.

Greenhouse MCP Server

Uma implementação de servidor que permite a interação com o sistema de recrutamento e rastreamento de candidatos da Greenhouse através do Protocolo de Contexto de Modelo, fornecendo ferramentas para listagens de empregos, gerenciamento de candidatos, filtragem de candidaturas e transições de estágio.

Remote MCP Server Authless

A serverless MCP implementation on Cloudflare Workers that allows deploying custom AI tools without authentication requirements.

Google Workspace MCP Server

Este é um servidor G_chat Mcp escrito em Ts que contém várias ferramentas para buscar e postar.

crawl-mcp-server

An MCP server for web content extraction that converts HTML pages into clean, LLM-optimized Markdown using Mozilla's Readability. It supports batch processing, intelligent multi-page crawling, and configurable caching while respecting robots.txt standards.

Nanana AI Image Generation Server

Enables AI assistants to generate images from text prompts and transform existing images using Google Gemini's nano banana model through the Nanana AI service. Supports both text-to-image generation and image-to-image transformation capabilities.

Memory MCP Server

Exposes local persistent memory as an MCP server with Markdown storage, PARA organization, Zettelkasten linking, and SQLite FTS5 search. Enables Claude and other MCP-compatible agents to store, organize, and retrieve knowledge with context-based recommendations through the Olima association engine.

Reddit MCP Tool

Enables browsing and searching Reddit content through read-only tools that access Reddit's official API. Supports searching posts, retrieving subreddit information, fetching hot posts, and getting detailed post information.

User Management System

Usando um projeto de prática carregado no servidor MCP.

Weather MCP Server

Provides weather information tools including alerts for US states and forecasts by coordinates using the National Weather Service API. Uses streamable HTTP transport for scalable, multi-session connections.

skill-ninja-mcp-server

Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills.

SiYuan MCP Server

Enables interaction with SiYuan Note through its API for comprehensive note management. Supports searching, creating, editing documents, managing notebooks, and daily notes operations through natural language commands.