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Tillhub MCP by usefulapi

List product groups

tillhub_list_product_groups
Read-only

List product groups (categories) with id and name. GET /api/v0/product_groups/{account}.

Input Schema

NameRequiredDescriptionDefault
activeNoOnly active (true) or inactive (false) groups.
deletedNotrue = deleted groups only.
next_queryNonext_query from the previous reply to get the following page. It already contains the filters, so the other arguments are ignored.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so the safety profile is covered. The description adds the underlying endpoint (GET /api/v0/product_groups/{account}) and the returned shape, but says nothing about pagination behavior, result limits, or whether all groups are returned by default—gaps that matter for a list tool.

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 short sentences with zero filler; the purpose is front-loaded and the endpoint reference trails it. Nothing is wasted or buried.

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 read-only list tool with full schema coverage and no output schema, the definition is nearly complete: purpose, resource, returned fields, and endpoint are all present. Only pagination semantics and default-scope behavior are left implicit, relying on the schema's next_query description.

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 each of the three optional parameters (active, deleted, next_query) is already documented in the schema, including the important note that next_query overrides other arguments. The description adds no parameter meaning beyond that, so baseline 3 applies.

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 and resource ('List product groups') and adds a clarifying synonym '(categories)' plus the returned fields (id and name). An agent can distinguish it from tillhub_list_products or tillhub_list_tags by resource name alone, though no explicit sibling contrast is given.

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 offers no when-to-use guidance, no mention of the available filters (active/deleted), and no comparison to alternative listing or search tools. The agent must infer usage from the name and schema alone.

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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