Compare two AI tools side by side
Put any two skills or MCP servers next to each other: risk grade, what each can access, how popular it is, and how to install it.
| What | not-just-me-but-my-friends-too | notebooklm-py |
|---|---|---|
| Risk grade | FF · Many risk signals Based on public adoption and transparency signals as of Oct 21, 2026. Our opinion, not a code audit or security guarantee. | BB · Some risk signals Based on public adoption and transparency signals as of Oct 16, 2026. Our opinion, not a code audit or security guarantee. |
| Type | AI agent skill | AI agent skill |
| Est. context load | ~59 tokens idle · ~1k tokens when active (on-demand skill) | ~88 tokens idle · ~500 tokens when active (on-demand skill) |
| GitHub stars | — | 20k |
| Weekly npm downloads | 9 | — |
| Local files | No local folder access noted | Reads local files |
| Command execution | No shell command runner noted | No shell command runner noted |
| Network reach | Local or standard API calls | Connects to outside service API |
| Credentials | No API token required | No API token required |
| Package source | npm (not-just-me-but-my-friends-too) | GitHub (teng-lin/notebooklm-py) |
| Install command | npx -y not-just-me-but-my-friends-too | Source repo only |
| Bottom line | Signal-based grade (0/7 points): no public source code found. This reflects adoption and transparency, not a code review. | notebooklm-py (agent skill) requires careful permission scoping — unofficial API dependency: No review of stability or compatibility as Google may change or revoke the underlying Notebook API; library could break with service updates. |
Based on public adoption and transparency signals as of Oct 28, 2026. Our opinion, not a code audit or security guarantee.
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