notebooklm-mcp-programmatic-access
Pass
Audited by Gen Agent Trust Hub on Jun 13, 2026
Risk Level: SAFE
Full Analysis
- [CREDENTIALS_UNSAFE]: The skill manages Google authentication using browser cookies and named profiles. It includes commands like
nlm loginfor automated extraction and manual import fromcookies.txt. This is a standard and necessary mechanism for the tool to interact with the NotebookLM service. - [DATA_EXFILTRATION]: The skill is designed to interact with external networks to manage notebooks and fetch research sources from URLs and Google Drive. It also accesses local files via the
--fileargument to upload them as sources. These behaviors are core to the skill's primary function. - [COMMAND_EXECUTION]: The skill documentation includes examples of integrating the
nlmCLI tool using shell scripts and Python'ssubprocessmodule. These are standard implementation patterns for the provided utility. - [PROMPT_INJECTION]: The skill ingests untrusted external data from URLs and documents to provide research capabilities, which creates a surface for indirect prompt injection. This is a known risk for agents processing external content and is handled here as a functional requirement for research and summarization tasks.
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