Project comparison
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
Unofficial Python API and agentic skill for Google Gemini Notebook. 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.
Best matched with other agent tools.
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Best matched with other agent tools.
claude-mem has the larger GitHub footprint with 95.8K stars.
claude-mem is currently growing faster at +13.4K stars this week.
claude-mem has the stronger automated maintenance signal at 95/100. This is not a security or fit verdict.
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | Notebooklm Py | claude-mem |
|---|---|---|
| Evidence status | Basic listing· 2026-10-04 09:18 UTC | Verified snapshot· 2026-10-04 09:19 UTC |
| GitHub stars | 18.4K | 95.8K |
| Weekly growth | +5.4K | +13.4K |
| Health score | Strong90/100 | Strong95/100 |
| Contributors | 31 | 122 |
| Commits per week | 91.2 | 30.1 |
| Open issues | 57 | 354 |
| Language | Python | JavaScript |
| License | MIT | Apache-2.0 |
| Last commit | 2026-08-03 06:46 UTC | 2026-10-04 09:15 UTC |
| Last release | v0.7.3 | v13.11.0 |
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