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A fully open-source codebase intelligence engine called SocratiCode helps AI navigate repositories using semantic search, dependency graphs, impact analysis, and shared indexes without vendor lock-in.
Repowise is an open-source tool that indexes codebases into four intelligence layers (AST, dependency graph, git history, and LLM-generated wiki) and exposes them as MCP tools, enabling AI coding agents like Claude Code to understand code architecture and history, reducing costs by 50% and speeding up tasks by 4x.
Repowise is an open-source MCP tool that provides AI coding agents like Claude Code with codebase intelligence, including a 12-biomarker code health score, dependency analysis, git insights, and auto-generated docs, all running offline with Ollama.