# AI Analysis

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. It supports transaction analysis, address analysis, image analysis, and general queries, and provides a standardized interface through the Model Context Protocol (MCP).

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.

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.

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.

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 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 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 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.

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.

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.

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

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 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.

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.

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.

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

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

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.

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.

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

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.

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.

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.