CodeGraph transforms codebases into semantically searchable knowledge graphs that AI coding assistants can reason about rather than grep through. It builds a real graph with AST parsing, type-aware LSP resolution, dataflow edges, and embeddings for hybrid semantic search. The system exposes advanced agentic code analysis tools through MCP (Model Context Protocol) for efficient AI coding assistant integration.