map.mmd
Turn any folder of code, docs, papers, images, or videos into a queryable knowledge graph.
/mapmmd .
One command to extract, cluster, and visualize your entire project.
mapmmd-out/├── graph.json nodes, edges, communities, labels
├── GRAPH_REPORT.md god nodes, surprises, questions
├── graph.html interactive vis.js visualization
└── manifest.json file inventory
How it works
Detect
Scans your project and classifies every file — code, document, paper, image, video.
tree-sitterExtract
Parses code with AST extractors and optionally uses LLMs for semantic understanding of docs and media.
AST + LLMBuild & Cluster
Merges all extractions into a NetworkX graph, then runs Leiden community detection.
LeidenAnalyze & Export
Identifies god nodes, surprising connections, import cycles, and generates interactive visualizations.
graph.jsonSupported platforms
Claude CodeOpenCodeCursorCodex
Kilo CodeGemini CLICopilot CLIVS Code
AiderAmpKiroPiDevin CLI
OpenClawDroidTraeAntigravity
Install
pipx install mapmmdy
Then type /mapmmd . in your AI assistant.