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List Categories

list-categories
Read-only
List store categories with store counts.

Categories exist only for the deeply audited subset of verified stores,
so this is a way to browse, not the whole index: list-stores and
search-all cover every verified storefront. Sorted by number of stores
(most first).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, so the safety profile is covered. The description adds genuinely useful behavioral context beyond that: the categories cover only a subset of stores and results are sorted by store count descending. It does not address pagination or result size, which is the only remaining gap.

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?

Front-loaded with the core action and return shape, then the scoping caveat and sort order. Every sentence carries information, though the second sentence is slightly convoluted in phrasing.

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 no-parameter, read-only list tool with no output schema, the description supplies the essential context: scope, sort order, and the limits of coverage. A brief note on what 'store counts' represent (verified vs. total) would close the last gap.

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?

The tool takes zero parameters, so the baseline is 4. The description correctly implies no filtering is possible (there is no way to scope by store or category), matching the empty schema.

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?

States a specific verb and resource ('List store categories') plus the returned payload ('with store counts'). It further distinguishes itself from siblings by naming list-stores and search-all as the exhaustive alternatives, so an agent can tell what this tool is and is not.

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

Usage Guidelines5/5

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

Explicitly frames the tool as a browsing path over 'the deeply audited subset of verified stores' rather than the whole index, and names the two sibling tools that cover every verified storefront. The when-to-use / when-to-use-something-else conditions are stated outright.

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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