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sanjeev7e

notebooklm-mcp-rpc

by sanjeev7e

Generate flashcards

generate_flashcards

Create a flashcard deck from selected notebook content to aid study and review. Specify source materials, quantity, and difficulty level.

Instructions

Generate a flashcard deck from notebook content.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
notebookYesNotebook UUID.
quantityNo
sourceIdsNoRestrict generation to these source IDs.
difficultyNo
instructionsNo
Behavior2/5

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

Annotations indicate openWorldHint=true, suggesting side effects, but the description merely says 'Generate' without disclosing resource creation, auth needs, or rate limits. Minimal behavioral context beyond what annotations provide.

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 a single, concise sentence that immediately conveys purpose. No extraneous words, making it efficient for agent scanning.

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

Completeness2/5

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

Given 5 parameters, low schema coverage, no output schema, and no usage guidance, the description is too brief to fully inform an agent. Missing critical details about optional parameters and behavior.

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

Parameters2/5

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

With only 40% schema coverage (2 of 5 parameters described), the description adds no parameter-specific details beyond the notebook reference. Parameters like quantity, difficulty, and instructions remain unexplained, failing to compensate for schema gaps.

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 clearly states the verb 'Generate' and the specific output 'flashcard deck' from 'notebook content'. It distinguishes the tool from sibling tools like generate_quiz or generate_report by specifying the unique output type.

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?

No explicit guidance on when to use this tool versus alternatives like generate_quiz. The description only implies usage for flashcards but lacks exclusions or context for selecting this over other generation tools.

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

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