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NeuralVerge Business Intelligence

Rakuten categories

run_rakuten_categories

Rakuten Ichiba genre tree: the top-level genres, or one genre by id with its breadcrumb path and child genres (with item counts). Flat 5 points per successful run.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
genre_idNoGenre ID (optional)

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.2/5.0
Behavior4/5

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

With no annotations, the description carries the disclosure burden and does reasonably well: it describes the return content in both modes (breadcrumb path, child genres with item counts) and discloses the cost model ('Flat 5 points per successful run'). It stops short of covering failure modes, rate limits, or whether the tree is complete vs paginated.

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?

Two compact sentences, front-loaded with the resource and its default no-argument behavior, with the cost note appended. Nothing is redundant.

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?

No output schema exists, but the description compensates by characterizing the returned structure in both modes and noting the credit cost. Minor gaps remain around result breadth (pagination/depth limits), but nothing critical for calling it correctly is missing.

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

Parameters4/5

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

Schema coverage is 100% for the single parameter, so the baseline is 3, but the description genuinely adds meaning: it explains that supplying genre_id changes the result shape to a breadcrumb path plus children with counts, rather than merely restating 'Genre ID (optional)'.

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 names the specific resource (Rakuten Ichiba genre tree) and spells out both operating modes: no argument returns top-level genres, an id returns that genre with breadcrumb and children. That is a precise verb+resource statement that separates it from sibling item/shop tools.

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?

Usage is implied by the two modes ('top-level genres, or one genre by id'), so an agent can infer when to pass genre_id, but there is no explicit when-to-use/when-not guidance and no named alternative among the many rakuten_* siblings.

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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