# AI Analysis

MCP-JaCoCo is a service tool that converts JaCoCo code coverage reports into a format suitable for large language models (LLMs), making AI-driven analysis more efficient

An automated code documentation generation tool based on the OpenRouter API that intelligently generates documentation, test plans, and code review reports by analyzing the codebase structure and content.

A code review server based on the MCP protocol, providing structured code analysis services using Repomix and LLMs technology

An intelligent system that combines AI with Kubernetes management, enabling cluster diagnosis, resource monitoring, and log analysis through natural language interaction to simplify K8s operations and maintenance work.

A custom code review server based on the MCP protocol that uses Repomix and large language models for code analysis and provides structured review reports.

The Grok AI MCP Server is a Node.js-based server that integrates the xAI Grok API, providing powerful AI-driven analysis tools for the Solana blockchain.

A code review tool designed for Cursor IDE, which uses OpenAI's GPT model to provide intelligent code analysis and suggestions.

VulniCheck is an AI - driven security scanner that provides comprehensive security analysis for Python projects and GitHub repositories. It runs as a Docker - based HTTP MCP server, supports standard HTTP streaming, and offers containerized deployment and comprehensive vulnerability scanning capabilities, including dependency checking, key detection, Docker file analysis, and AI risk assessment.

XMind AI MCP is an intelligent mind mapping toolkit that provides multi - format file conversion, AI analysis, and MCP server functions. It supports converting multiple formats such as Markdown and Word to XMind and is integrated with the Trae IDE through UVX deployment.

The JSON Resume MCP Server is an AI-driven tool that automatically updates JSON resumes by analyzing users' code projects. It supports GitHub integration and OpenAI to generate professional descriptions.

The OpenTK MCP Server is a standardized interface that connects large language models with Dutch Parliament data. It is built on Bert Hubert's OpenTK project and provides access to Dutch Parliament documents, debates, and member information.

Crawl4AI is an intelligent web crawler server based on the MCP architecture. It combines the Claude AI model to provide website content analysis and processing functions, supports customizable crawling depth and AI processing tasks, and is suitable for various scenarios such as research, content creation, and data analysis.

An SEO automation optimization tool that integrates the Google Ads API and AI technology, providing functions such as keyword research, competitor analysis, and SEO recommendations.

MCPHubs is a website built on Next.js to showcase open - source projects related to Anthropic's Model Context Protocol (MCP). It obtains project information through the GitHub API and uses Google Gemini Pro model for AI analysis to evaluate the relevance of projects to MCP, providing project list, detail display, and README rendering functions.

The Druid MCP Server is a comprehensive model context protocol server designed for Apache Druid, providing rich tools, resources, and prompt templates for managing and analyzing Druid clusters. It supports multiple transmission modes, including STDIO and SSE, and provides functions such as data management, ingestion management, and monitoring and health checks.

An MCP server based on Node.js that converts natural language questions into SQL queries through AI, supports multiple databases, and provides intelligent analysis and secure query execution.

A cognitive dynamic application security testing automation system based on OWASP ZAP and Google Gemini AI. It integrates AI analysis through the MCP protocol, providing automated scanning, intelligent risk assessment, and multi - format report output.

An information security management system integrating AI, implementing intelligent security analysis using the MCP protocol.

An AI code audit server based on the local Ollama model. Through the integration of the Model Context Protocol (MCP), it provides multi - dimensional code analysis, including security, integrity, performance, quality, architecture, testing, and documentation checks.

The Data Dictionary MCP project is a tool that uses the MCP protocol to coordinate AI agents and automatically convert multiple database formats into a Wikipedia-style data dictionary.

An MCP server based on Google Gemini AI that provides image, audio, and video recognition functions, supporting multiple transmission methods and client integration.

An SEO automation tool integrated with Google Ads keyword planning, providing keyword research, SERP analysis, competitor analysis, and AI optimization suggestions.

An intelligent code analysis and debugging server based on the Perplexity AI API, seamlessly integrated with the Claude desktop client, providing error analysis, pattern recognition and solution recommendations.

The Grok AI MCP Server is a Node.js - based server that integrates the xAI Grok API, providing powerful AI - driven analysis tools for the Solana blockchain. It supports transaction analysis, address analysis, image analysis, and general queries, and provides a standardized interface through the Model Context Protocol (MCP).

The Open Food Facts MCP server is an AI service that provides context information for food projects. It supports standard mode and developer mode, and includes various tools such as product search, nutrition analysis, and code library navigation.

The LinkedIn Profile Data Mining MCP Server provides advanced search, profile extraction, contact information enrichment, and AI analysis functions

An IMAP server designed specifically for Gmail, providing AI-driven email analysis and intelligent management functions, supporting Gmail API integration and Google Cloud Storage

Octagon MCP is a model context protocol server that integrates the Octagon market intelligence API, providing AI - agent analysis tools for public and private market data.

FHIR Careplan is a comprehensive FHIR server and toolkit that provides functions for medical data integration, patient care planning, and clinical decision support. The project includes a general FHIR MCP server and a tool library, supporting multi - server connection, AI clinical analysis, and patient data management.