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mio_ai_music_generator

AI Music Generator — Describe a musical idea, choose a duration, and generate a WAV track you can listen to and download.. AI Studio run — dispatches to our AI workers (Modal). Credits per run vary by model and file size. Day Pass and welcome credits do not include AI Studio. Files are deleted after processing; auditable at mioffice.ai/account/tasks (retention details at mioffice.ai/privacy). All three credit-based workspaces unlock with the same one-time credit pack — there is no per-workspace subscription. See mioffice.ai/pricing for current plans.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.1/5.0
Behavior4/5

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

With no annotations, the description carries the full load and does add real behavioral context: it discloses the Modal worker dispatch, that credit cost varies by model and file size, that Day Pass/welcome credits are excluded, and that files are deleted after processing with a retention link. It omits processing latency and whether the run is synchronous or job-based, which matters for a generation tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The purpose sentence is well front-loaded, but more than half the text is pricing/marketing boilerplate (credit packs, no per-workspace subscription, pricing link) that is not specific to this tool. Roughly half the sentences could be cut without losing invocation-relevant 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?

The description covers cost and data-retention behavior and states the output is a listenable/downloadable WAV, which is useful given there is no output schema. However, for a zero-parameter tool it never explains how the agent actually supplies the idea and duration, or how the finished file is retrieved — the two things an agent most needs.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema declares zero properties, yet the description instructs the agent to 'describe a musical idea' and 'choose a duration', implying inputs that do not exist in the schema. For a parameterless tool this is actively misleading and could cause the agent to attempt arguments the tool cannot accept.

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 opening sentence gives a specific verb chain and concrete output: describe an idea, choose a duration, get a downloadable WAV track. It is clear what the tool produces, but it never distinguishes itself from close siblings such as mio_ai_song_generator, mio_ai_melody_to_music, or mio_ai_hum_to_song, which an agent would need to tell apart.

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?

There is no when-to-use or when-not-to-use guidance, and no mention of the near-identical music-generation siblings. The only contextual rules given are billing rules (credits, Day Pass exclusion), not invocation guidance.

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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