notebooklm-mcp

🚀 AUTO-DISCOVERY — Automatically generate notebook metadata via NotebookLM (RECOMMENDED)

When to Use

• User provides NotebookLM URL and wants quick/automatic setup

• User prefers not to manually specify metadata

• Default choice for adding notebooks

Workflow

1. User provides NotebookLM URL

2. Ask confirmation: "Add '[URL]' with auto-generated metadata?"

3. Call this tool → NotebookLM generates name, description, tags

4. Show generated metadata to user for review

Benefits

• ✅ 30 seconds vs 5 minutes manual entry

• ✅ Zero-friction notebook addition

• ✅ Consistent metadata quality

• ✅ Discovers topics user might not think of

Example

User: "Add this NotebookLM: https://notebooklm.google.com/notebook/abc123" You: "Add this notebook with auto-generated metadata?" User: "Yes" You: Call auto_discover_notebook(url="https://...") → Returns: {name: "n8n-workflow-guide", description: "...", tags: [...]}

Fallback

If auto-discovery fails (rare), use add_notebook tool for manual entry.

How to Get a NotebookLM Share Link

Visit https://notebooklm.google/ → Login (free: 100 notebooks, 50 sources each, 500k words, 50 daily queries)

1. Click "+ New" (top right) → Upload sources (docs, knowledge)

2. Click "Share" (top right) → Select "Anyone with the link"

3. Click "Copy link" (bottom left) → Give this link to Claude

(Upgraded: Google AI Pro/Ultra gives 5x higher limits)