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ScholarNet — 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 ScholarNet account. Requires a connected ScholarNet 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. Dates show when Glama detected each change.

  1. Added

TDQS

A4.2/5.0
Behavior4/5

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

Annotations indicate a write operation that is not idempotent, and the description adds meaningful behavioral context by stating flashcards are saved to the connected ScholarNet account and that account connectivity is required. This goes beyond what the annotations alone convey.

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 compact and front-loaded, with the core action and inputs in the first sentence. The second sentence adds a crucial prerequisite without unnecessary detail. Every sentence earns its place.

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?

For a simple tool with no required parameters and no output schema, the description covers the key aspects: what it generates, from what inputs, where it saves results, and the account requirement. A minor gap is not explicitly stating that at least one of topic or notes should be supplied, but this is reasonably inferable.

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 baseline is 3. The description's mention of 'topic or pasted notes' aligns with the topic and notes parameters but adds little detail beyond the schema, such as count defaults or whether at least one source must be provided.

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 action: generating study flashcards from a topic or pasted notes and saving them to a ScholarNet account. This distinguishes it from siblings like generate_quiz and generate_citation by naming the specific resource and source inputs.

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

Usage Guidelines4/5

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

The description provides clear context for when to use the tool — when a user wants flashcards from a topic or notes — and includes an important prerequisite about needing a connected ScholarNet account. It does not explicitly name alternatives or exclusions, but the use case is well implied.

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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TDQS

A4.2/5.0
Disambiguation5/5

Each tool targets a completely distinct student need: citation formatting, study planning, and thesis statement generation. There is no meaningful overlap or ambiguity between their purposes.

Naming Consistency5/5

All three tools follow the same clear verb_noun pattern with the prefix generate_ and a specific object. The naming is fully consistent and predictable.

Tool Count5/5

With three focused generation tools, the server is well-scoped for its stated purpose. Each tool earns its place without feeling redundant or excessive.

Completeness4/5

The core generation tasks for study planning, thesis statements, and citations are all covered. Minor adjacent gaps exist, such as no bibliography-list generation or essay outline tool, but the main workflows are complete.

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