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unleashed-software

List product groups

unleashed_list_product_groups
Read-only

List product groups (name, Guid, parent group) — the category tree products are filed under. Unleashed: GET /ProductGroups/{page}.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoPage number (1-based). Default 1.
pageSizeNoRecords per page, 1-1000. Unleashed default is 200.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, so the safe-read nature is covered structurally. The description adds the underlying endpoint (GET /ProductGroups/{page}), implying pagination, but does not describe pagination behavior, total counts, or traversal of the tree beyond what the schema's page/pageSize already imply.

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?

A single compact sentence front-loads the resource, the returned fields, and the domain meaning, then appends the endpoint. No filler or redundancy.

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 only two optional parameters, no output schema, and a readOnly annotation, the description covers the essentials and even names the returned fields (name, Guid, parent group), compensating for the absent output schema. Only minor gap is any hint about pagination depth or tree shaping.

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 both parameters (page, pageSize) are fully documented in the schema itself. The description adds no parameter detail beyond referencing the page path segment, so the baseline of 3 applies.

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 product groups') and then clarifies the domain role ('the category tree products are filed under'), which meaningfully distinguishes it from the sibling unleashed_list_products. An agent can tell what this returns without opening the schema.

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?

The description implies the tool is used to browse the product category hierarchy but never states when to use it versus alternatives (e.g., list_products for items vs this for categories). No prerequisites, no exclusions, no sibling routing.

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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