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hungln105-cell

notebooklm-mcp-cli

Batch

batch

Run repetitive actions—querying, adding sources, creating, deleting, or generating studio content—across multiple notebooks at once using filters like tags or all notebooks.

Instructions

Perform batch operations across multiple notebooks.

Actions:

  • query: Query multiple notebooks with the same question

  • add_source: Add the same source URL to multiple notebooks

  • create: Create multiple notebooks at once

  • delete: Delete multiple notebooks (IRREVERSIBLE, requires confirm=True)

  • studio: Generate studio artifacts across multiple notebooks

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
allNoApply to ALL notebooks
tagsNoComma-separated tags to select notebooks
queryNoQuestion to ask (for action=query)
actionYesOperation to perform (query, add_source, create, delete, studio)
titlesNoComma-separated notebook titles (for action=create)
confirmNoMust be True for delete action
source_urlNoURL to add (for action=add_source)
artifact_typeNoArtifact type (for action=studio): audio, video, report, etc.audio
notebook_namesNoComma-separated notebook names or IDs

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.11.5

TDQS

A3.5/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the behavioral disclosure burden. It does disclose that delete is IRREVERSIBLE and requires confirm=True, which is valuable. However, it does not describe side effects, permissions, or behavioral nuances for the other mutating actions like create, add_source, or studio.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is well-structured and front-loaded with a one-sentence purpose, followed by a compact bulleted list of actions. Every line earns its place, and there is no redundant filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description covers the main actions and flag the critical delete confirmation requirement. However, it does not explain notebook selection semantics (all, tags, notebook_names) or how this relates to similar siblings like cross_notebook_query. The schema and output schema compensate partially, but the description alone is not fully complete for a tool with 9 parameters.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Because schema description coverage is 100%, the baseline is 3. The description adds little parameter-level meaning beyond the schema, though it does tie actions to their conceptual purposes. The schema already documents which parameters apply to which actions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool performs batch operations across multiple notebooks and enumerates five specific actions. It is specific enough to distinguish from single-notebook siblings, though it does not explicitly name sibling tools or contrast itself with cross_notebook_query.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The action list implies when to use the tool: for batch operations on notebooks, such as querying, creating, deleting, or adding sources across multiple notebooks. However, there is no explicit guidance on when to prefer this over single-notebook tools like notebook_query or notebook_delete, nor any when-not-to-use instructions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.