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jacob-bd/notebooklm-mcp-cli

notebooklm-mcp-cli is an MIT-licensed CLI and MCP server that gives assistants programmatic access to Google NotebookLM for notebook creation, source management, querying, audio generation, and sharing workflows.

Open source →Back to radar
Score8.4
Popularity16.0
Riskconditional
TierSilver
Score breakdown
Usefulness8.0
Novelty8.0
Momentum7.0
Maturity6.4
Open-source/build8.4
Evidence7.2
Workflow potential9.2
Setup ease6.4

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

Useful for researchers and knowledge workers who already live in NotebookLM: test it on a non-sensitive notebook first and see whether MCP access actually speeds up source collection, briefing generation, or study workflows.

Who should use it

researchersknowledge workersstudentsAI assistant users working with source collections

Who should skip it

Skip if the source link, docs, or setup requirements do not match your workflow.

Risk explanation

It relies on undocumented NotebookLM internals and browser-cookie-based authentication, so use it with an account and notebook scope you can afford to rotate if Google changes the flow or invalidates access..

Evidence links

Closest alternatives / related signals

notebooklmmcpresearchknowledge-workautomation