MCP Code Analysis Tool
A local code analysis tool that enables developers to analyze their codebase and ask intelligent questions about their code using AI-powered insights.
Challenge
Creating a tool that could understand complex codebases locally, provide meaningful analysis, and answer developer questions without compromising code privacy or requiring cloud services.
Solution
We built a Python-based solution utilizing vector databases for efficient code indexing and Ollama for local AI processing, ensuring complete privacy while delivering powerful code analysis capabilities.
Results
The tool successfully enables developers to gain deep insights into their codebase, ask complex questions about code structure and functionality, all while maintaining complete data privacy through local processing.