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list_models

Read-only

Free. Music engines with versions, credit prices, subscription requirements, songs per run, supported modes and per-mode parameter JSON schemas.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior3/5

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

readOnlyHint=true already tells the agent this is a safe read with no side effects, and 'Free.' usefully adds that no credits are consumed. Beyond that the description discloses nothing about pagination, ordering, auth requirements, or result size, so it is adequate but thin for the annotation-lowered bar.

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?

A single dense sentence with the most decision-relevant fact ('Free.') front-loaded and no wasted words. It is slightly list-like and lacks a verb, but every token carries information.

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?

With no output schema, the description carries the burden of explaining what comes back; it does enumerate the returned fields well, which is the strongest part of the definition. Still missing are the practicalities an agent needs before calling — result ordering/size, and how the returned model identifiers feed into generate_music.

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 per the rubric the baseline is 4. The mention of 'per-mode parameter JSON schemas' describes returned payload structure rather than inputs, and adds no input semantics because none exist.

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?

The name plus the phrase 'Music engines with versions, credit prices, subscription requirements, songs per run, supported modes' makes clear this enumerates the available music models and their metadata. It is distinguishable from siblings like estimate_credits or generate_music. However, the description is a noun fragment with no explicit verb, so it relies on the tool name to signal the listing action.

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 only usage-oriented signal is the leading 'Free.', which implies the call costs nothing, but there is no statement of when to call this vs. estimate_credits or generate_music, and no prerequisites or exclusions. An agent must infer that this is the discovery step before generation.

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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