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List Models

list_available_models
Read-onlyIdempotent

Return unique public model identifiers available in /v2/styles/selector.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
rd_api_keyNoRetroDiffusion API key (rdpk-...) for this call only; overrides session or header auth.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

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, idempotentHint, openWorldHint, and non-destructive behavior. The description adds the endpoint path and the uniqueness/public qualifiers, but provides no further behavioral context such as authentication behavior, ordering, or open-world implications.

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 conveys the core purpose with no filler. Every word contributes meaning, and the most important information appears immediately.

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?

The tool is simple, has full parameter documentation, a complete output schema, and annotations covering safety and idempotency. The description covers what is returned and where, though it does not help an agent disambiguate between this and sibling list tools.

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%: the only parameter, rd_api_key, is fully documented in the input schema. The description adds no parameter-level detail, 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?

The description uses a specific verb 'Return' and identifies the resource as 'unique public model identifiers available in /v2/styles/selector'. This clearly distinguishes it from sibling tools like list_available_styles and list_edit_tools.

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 gives no guidance on when to use this tool versus alternative list tools, and does not mention any exclusion criteria or contexts where a sibling would be more appropriate. Usage must be inferred entirely from the tool's name and endpoint.

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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