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Karp Inspector Lite seamlessly integrates with Claude Desktop, transforming it into a powerful codebase analysis tool. It enables semantic code search by understanding the meaning of your queries, not just keywords, alongside traditional grep, file outlining, and diff comparisons. Operating entirely locally with zero API keys or dependencies, it indexes your project by chunking code into meaningful sections, creating vector embeddings, and storing them locally for instant restarts and privacy. This allows developers to quickly navigate complex projects, understand code structure, and track changes directly within Claude's interface.