AUTOMATE NotebookLM: New CLI, MCP Serve and SKILL (2026)

Unifying MCP and CLI for Notebook LM

Introduction to the Project

• Jacob introduces a new project aimed at unifying the MCP (Main Control Panel) and CLI (Command Line Interface) for Notebook LM, citing time management as a key reason for this integration.

• The previous versions had slight architectural differences, prompting the need for a more cohesive solution.

New Features and Improvements

• The unified package will include several community-requested features such as file upload/download, notebook sharing, and enhanced note-taking capabilities.

• Jacob mentions that he worked on this project during his vacation in Cancun, emphasizing that it was done efficiently without compromising family time.

Key Functionalities Added

• New functionalities include multi-profile authentication allowing users to manage different accounts easily (e.g., work vs. personal).

• Users can now utilize both noun-first and verb-first command structures in the CLI, enhancing usability by accommodating different user preferences.

AI Integration and Skill Agent

• A skill agent has been added to maximize AI utility within the system; it supports various tools like Clock Cursor Gemini CLI and Codeex.

• Users can export data as folders, improving organization and accessibility of files within the platform.

Community Contributions and Future Considerations

• Jacob acknowledges significant community contributions that have shaped this update while also noting potential rough edges due to extensive refactoring.

• He encourages users to report any issues they encounter post-launch so they can be addressed promptly.

Demonstration of New Features

• During a demonstration of the CLI help function, Jacob showcases new commands including install completion which enhances user experience through tab commands.

• A table is introduced showing installed skills versus those not yet installed, providing clarity on available functionalities.

File Management Enhancements

• The ability to automatically upload/download files has been highly requested; Jacob plans to demonstrate these capabilities using Claude's skills.

Weekly Update for Anthropic

Overview of Tasks and Downloads

• The speaker is finalizing their weekly tasks for Anthropic, indicating a focus on efficiency and minimalism in the process.

• They attempt to download various resources including video overviews, audio overviews, presentations, and infographics but encounter issues that require skill updates.

• After some troubleshooting, they successfully download four files and plan to upload them into a newly created notebook titled "YouTube upload demo."

Uploading Resources

• The speaker checks the status of the uploads in their Notebook LM, confirming that one file has been uploaded successfully.

• They verify the presence of MP3 (audio overview), MP4 (video overview), and PDF files in the notebook after successful uploads.

Creating Video Overviews

• The speaker requests Claude to create a video overview tailored for a non-technical audience in Spanish while emphasizing brevity.

• They note that Claude supports multiple languages and is currently generating both video and audio content based on previous resources.

Data Management Features

• The speaker highlights additional capabilities within the studio such as importing reports into Google Docs or creating data tables directly in notebooks.

• A briefing document is generated from the report which can be exported to Google Docs, showcasing seamless integration with other tools.

Final Thoughts on Tool Utility

• After checking on a data table's readiness, they confirm its creation and attempt to export it into Google Sheets for further use.

• The speaker concludes by expressing enthusiasm about the tool's potential for automation despite it being more suited for power users. They invite feedback on future projects.