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Scholarize — Study Plan & Thesis Tools

Generate flashcards

generate_flashcards

Generate a set of study flashcards from a topic or from pasted notes, saved to the connected student Scholarize account. Requires a connected Scholarize account.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
countNoHow many cards (optional).
notesNoOptional notes/document text to build cards from.
topicNoTopic to make flashcards for.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already mark this as a non-read-only, open-world, non-destructive, non-idempotent write. The description adds genuinely useful context beyond them: that a connected Scholarize account is a prerequisite and that output is persisted to that account. It stops short of noting whether repeated calls duplicate existing cards, which matters for an idempotentHint=false tool.

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?

Two short sentences, front-loaded with the action and inputs. There is mild redundancy between 'the connected student Scholarize account' and the trailing 'Requires a connected Scholarize account,' but it stays under control and costs little.

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

Completeness4/5

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

With 100% schema coverage, all-optional params, and no output schema, the essentials are covered: inputs, destination, and the account prerequisite. For a generation tool it would be slightly stronger if it said whether the result is returned inline or only saved to the account, but overall the agent has enough to invoke it correctly.

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%, so the schema already documents all three optional parameters. The description echoes the topic/notes inputs but adds no format, constraint, or default information (e.g., default card count) beyond what the schema provides. Baseline 3 is appropriate.

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?

States a specific verb (generate) and resource (study flashcards), and names the two input modes: from a topic or from pasted notes. It also clarifies persistence ('saved to the connected student Scholarize account'), which distinguishes it from a pure read like list_my_flashcards. It does not, however, differentiate itself from the sibling generators (generate_quiz, generate_study_plan).

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 description implies when the tool applies (you have a topic or notes to turn into cards), but never explicitly states when to choose it over generate_quiz or the other generate_* siblings, nor any exclusions. Usage is inferable rather than spelled out.

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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