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A lightweight CLI tool that performs intelligent code search using abstract syntax trees (AST), designed to reduce token usage by 70% for AI coding agents. Integrates seamlessly with Claude, Cursor, and other coding agents via Skills or MCP protocol. Zero-config setup with instant performance.