AI NotebookLM Skill for Source-Grounded Answers

AI NotebookLM Skill for Source-Grounded Answers

The AI NotebookLM Skill for Source-Grounded Answers is designed to enable users to query their Google NotebookLM notebooks for answers that are firmly grounded in uploaded sources, with precise citations. This skill also facilitates the management of notebooks, sources, and various types of Studio content including audio, reports, videos, infographics, presentations, data tables, flashcards, quizzes, and mind maps.

What this skill does

• Queries Google NotebookLM notebooks to generate answers exclusively from uploaded sources, ensuring that all responses are hallucination-resistant and fully traceable.
• Provides inline citations that link directly to the specific passages within the sources used to create responses.
• Drives the @roomi-fields/notebooklm-mcp engine to efficiently manage notebooks and source materials.
• Supports content generation in various formats through the integration with Studio for comprehensive documentation processes.
• Offers two modes of interaction: via the notebooklm MCP tools when available in-session, or through HTTP REST API using the scripts/nblm.sh.

Who it is for

• Developers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex, who require reliable source-grounded information from their documents.
• Research professionals seeking to manage and query their Google NotebookLM for scholarly or data-driven insights.
• Content creators needing to organize and reference materials across various media types in a structured format.

Use cases

• Research teams querying their repositories of documents for data-backed insights, ensuring all information is supported by direct references to original sources.
• Educational professionals creating comprehensive study materials such as flashcards or quizzes that are tightly aligned with course content stored in Google NotebookLM.
• Project managers and content strategists generating presentations and reports from pre-vetted data sources to maintain accuracy and consistency.

Technical details

• Utilizes the NotebookLM engine for all operations related to source querying and content management.
• Integrates with existing Google account authentication to streamline access and activity within NotebookLM.
• Handles a daily query quota of approximately 50 queries per day, optimizing usage patterns through batch and cache mechanisms.
• Offers a choice between using the notebooklm MCP tools directly for real-time interactions, or an alternative route via its HTTP REST API for sessions lacking direct tool availability.

Source & Licence

This package is built on open-source work published by roomi-fields (roomi-fields/notebooklm-mcp) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.