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notebooklm-py

Last updated 2026-06-05 · benchmark measured 2026-06-10 — deterministic & reproducible

Unofficial Python API and agentic skill for Google NotebookLM. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw.

Overall production-readiness score — reserved
Legit.Show benchmarked notebooklm-py across all seven frames. The single overall score is shown to the verified maker; the frame-by-frame breakdown is public below.

Is notebooklm-py production-ready?

Legit.Show ran its deterministic 7-Frame production-readiness benchmark on notebooklm-py (github assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Security; its weakest is Maintenance. The per-frame breakdown is public on the Legit.Show listing; the single overall production-readiness score is reserved for the verified maker.

The 7 Frames

What we measured

Visit notebooklm-py → · How this was measured →