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Analyze Wubble lyrics

wubble_analyze_lyrics
Destructive

Analyze Wubble lyrics. Consumes Wubble requests or credits.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
upload_audio_idYesUploaded Wubble audio ID to analyze.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataNo
errorNoDeveloper-service error envelope when the call fails.
successYesWhether the developer-service request succeeded.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations indicate destructiveHint=true, so the description's mention of 'consumes Wubble requests or credits' adds some behavioral context. However, it does not clarify what side effects occur (e.g., is the audio deleted or modified?) beyond credit consumption. With annotations present, the bar is lower, but the description could do more.

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?

The description is extremely concise with two sentences and no wasted words. It is front-loaded and every sentence earns its place, though some may argue it is too sparse.

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

Completeness2/5

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

Given the destructiveHint annotation, the description should clarify what gets destroyed. The presence of an output schema does not excuse the lack of explanation about side effects or return value expectations. The description is insufficient for safe invocation.

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% with a single parameter adequately described in the schema. The description adds no additional meaning beyond what the schema provides, warranting a baseline score of 3.

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 description clearly states the tool analyzes Wubble lyrics, using a specific verb and resource. However, it does not differentiate from sibling tools like wubble_generate_lyrics or wubble_extend_lyrics, lacking explicit sibling distinction.

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?

No guidance on when to use this tool versus alternatives. The description fails to provide context for appropriate usage or exclusion criteria.

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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