General

notebooklm - Claude MCP Skill

Query and manage Google NotebookLM notebooks with persistent profile auth, source sync, batch/multi queries, and structured exports. Use when user asks to query NotebookLM, 'ask my notebook', shares NotebookLM notebook URLs, wants to list/create notebooks, manage sources, do bulk folder sync, dedupe, or audit exports.

SEO Guide: Enhance your AI agent with the notebooklm tool. This Model Context Protocol (MCP) server allows Claude Desktop and other LLMs to query and manage google notebooklm notebooks with persistent profile auth, source sync, batch/multi ... Download and configure this skill to unlock new capabilities for your AI workflow.

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Documentation

SKILL.md
# NotebookLM Skill

Query NotebookLM notebooks and manage notebooks/sources via Playwright browser automation.

All commands run from the skill directory. All scripts output JSON to stdout and exit 1 on error. Use `--help` on any script for full flag reference.

## Workflow

1. **Authenticate**: `python scripts/auth_manager.py setup --profile <name>`
2. **Register notebook**: `python scripts/notebook_manager.py add --url <url> --name <name> --description <desc> --topics <topics>`
3. **Ask questions**: `python scripts/ask_question.py --question "..." --notebook-id <id>`
4. **Manage sources**: `python scripts/remote_manager.py add-source|sync-sources ...`

## Key Behaviors

- Runs headless by default; use `--show-browser` for debugging only.
- Persistent Chrome profiles stored at `~/.config/claude/notebooklm-skill/` (override with `NOTEBOOKLM_DATA_DIR`).
- Hash-based dedupe: file uploads skip unchanged sources automatically.
- `--dry-run` available on all destructive/bulk operations (create, add-source, delete-source, sync-sources).
- `--retries N` retries transient browser failures with screenshot/HTML artifact capture.
- Batch mode (`--questions "q1||q2||q3"`) and multi-notebook comparison (`--compare-notebook-ids`) supported.
- Exports to JSON or Markdown via `--export-format markdown --save-notes`.
- Answers include a follow-up reminder prompting Claude to ask clarifying questions before replying.

## Quick Reference

```bash
# Auth
python scripts/auth_manager.py setup --profile work
python scripts/auth_manager.py status --profile work

# Library
python scripts/notebook_manager.py add --url "..." --name "..." --description "..." --topics "..."
python scripts/notebook_manager.py list

# Ask
python scripts/ask_question.py --question "..." --notebook-id <id>
python scripts/ask_question.py --questions "q1||q2" --notebook-id <id>

# Sources
python scripts/remote_manager.py add-source --notebook-id <id> --dir ./docs --recursive
python scripts/remote_manager.py sync-sources --notebook-id <id> --dir ./docs --recursive --delete-missing --dry-run
```

For full command reference with all flags and examples, see [references/commands.md](references/commands.md).

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Information

Repository
sanjay3290/ai-skills
Author
sanjay3290
Last Sync
3/13/2026
Repo Updated
3/12/2026
Created
2/9/2026

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