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AI coding assistants often waste significant context window space by repeatedly searching and parsing code. AiDex solves this by acting as an MCP server that indexes your entire project once using Tree-sitter for semantic understanding, not just text matching. This allows AI to perform precise queries for identifiers, method signatures, and project structure with minimal token consumption, rather than flooding its context with noisy grep results. The index persists across sessions, enabling faster, more efficient code navigation and allowing AIs to 'remember' project details and user notes.