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list_photo_packs

Browse available photo packs with categories, prices, and visual prompts, optionally filtered by category to select assets for AI-generated fashion photography.

Instructions

List all available photo packs, categories, prices, and visual prompts.

Input Schema

NameRequiredDescriptionDefault
categoryNoOptional category filter.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.2.0

TDQS

A3.5/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full behavioral burden. 'List' implies a read-only operation and the description names returned fields, but it does not state pagination, result limits, or whether all packs are always returned.

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 front-loaded sentence with zero waste. It immediately tells the agent what the tool lists and what information comes back.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple one-parameter read tool with no output schema, the description is adequate but thin. It names returned fields, but it omits filtering behavior and any guidance about browsing versus searching.

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 coverage is 100%, so the optional 'category' parameter is already documented in the schema. The description mentions categories only as returned data and does not add filtering semantics beyond what the schema provides.

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 all available photo packs' and enumerates returned fields (categories, prices, visual prompts). It does not distinguish itself from the sibling 'search_photo_packs', so it stops short of a 5.

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?

The phrase 'List all available' implies browsing/listing usage, but it gives no explicit when-to-use guidance or exclusions. It never mentions when to use this instead of 'search_photo_packs' or 'recommend_photo_pack'.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.