# jacob-bd/gemini-notebook-mcp-cli

Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.

Repository: https://github.com/jacob-bd/gemini-notebook-mcp-cli
Canonical: https://ross.abutalabs.com/products/gemini-notebook-mcp-cli
Language: Python
License: MIT
License Family: permissive
Last push: 2026-08-26T20:17:14+00:00

## Health v2 (maintenance only)
Score: 78/100 (v2, computed 2026-09-03T02:39:23.370411+00:00)
- activity 99, release rhythm 86, longevity 18
- inputs: {"age_days": 254, "days_push": 7, "days_rel": 13, "gap_med": 1, "n_releases_24m": 140}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 5946, forks 920 (observed 2026-08-28T04:09:32.677640+00:00)

## What it is
A Python tool providing programmatic access to Google's Gemini Notebook (formerly NotebookLM) through a CLI and an MCP server. It lets users and AI agents automate notebook operations like querying sources and generating content.

## Use cases
- control notebooklm from the command line
- connect gemini notebook to claude via mcp
- automate notebooklm tasks with an ai agent
- query notebook sources programmatically
- generate audio overviews or slides from a notebook
- integrate notebooklm into an mcp client

## When to choose
- you want scripted or agent-driven access to Gemini Notebook features
- you use an MCP-capable client like Claude Desktop and want NotebookLM integration
- you prefer a CLI over the NotebookLM web UI

## When to avoid
- you need official, supported API access with an SLA
- you rely on NotebookLM Enterprise, which is untested
- you are uncomfortable with unofficial automation of a Google web product

## Facets
- artifact type: cli-tool
- maturity: active
- function: cli, mcp, agent-framework, sdk
- domain: large-language-models, developer-tools
- platform: python, cli, cross-platform
- tags: notebooklm, gemini, mcp-server, google, notebook-automation, ai-agents, command-line

## Member repositories
- jacob-bd/gemini-notebook-mcp-cli (main) score 78

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:09:32.677640+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T17:50:44.285161+00:00, confidence not recorded.
  - readme: https://github.com/jacob-bd/gemini-notebook-mcp-cli (fetched 2026-08-28T04:09:32.677640+00:00, sha 741c693f145d)
- Data as of 2026-08-30T08:39:29.467469+00:00.