Skip to main content
Glama
hungln105-cell

notebooklm-mcp-cli

Notebook Create

notebook_create

Create a new notebook to organize research materials and project notes for AI-assisted analysis.

Instructions

Create a new notebook.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
titleNoOptional title for the notebook

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.11.5

TDQS

B3.4/5.0
Behavior3/5

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

With no annotations, the description carries the full burden of disclosing behavior. 'Create a new notebook' transparently indicates a mutating action, which is the core behavior. However, it does not mention side effects, permissions, idempotency, or what happens when the optional title is omitted, leaving some gaps for an agent.

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

Conciseness4/5

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

The description is a single, focused sentence with no redundant wording. It is concise and front-loaded with the main verb. While it could include more context without becoming bloated, its current length is appropriate for the tool's simplicity.

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 tool is simple: one optional parameter and an output schema, so the description is nearly sufficient. However, the lack of usage guidance and behavioral detail, especially given no annotations, prevents the definition from being fully complete. An agent can infer basic use but not broader context within the notebook toolset.

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?

Schema description coverage is 100%, and the title parameter is already well documented as 'Optional title for the notebook'. The description adds no additional parameter context, which aligns with the baseline of 3 when the schema fully covers parameter meaning.

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

Purpose5/5

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

The description states a specific verb ('Create') and resource ('new notebook'), making the tool's purpose unmistakable. It also distinguishes from siblings like notebook_list, notebook_get, and notebook_describe by naming the create action and target resource. The title 'Notebook Create' reinforces this without being a tautology.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus alternatives such as collection_create or notebook_rename. There is no mention of prerequisites, intended workflows, or conditions that would make this tool the right choice. It is neutral but entirely without usage direction.

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