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All agent-workflow agents ai-agent aws browser browser-automation claude-code code-intelligence code-search context-window cuda curated debugging design developer-tools diagrams documentation excalidraw frontend hooks knowledge-graph local local-first mcp memory meta-skills methodology nvidia open-source physical-ai planning playwright product-management productivity safety security skill terminal token-management tokens tree-sitter visualization workflow

3D graph visualization of a codebase knowledge graph in the codebase-memory-mcp web UI

skill · curated

codebase-memory-mcp: Structural Code Intelligence Without the Token Burn

An MCP server that indexes your entire codebase into a persistent knowledge graph using tree-sitter, answering structural queries in under 1ms at 99% fewer tokens than file-by-file reading.

Oct 1, 2026 · 2 min read

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