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mio_ai_song_generator

AI Song Generator — Describe the sound you want, add your lyrics, and generate a song 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

C2.9/5.0
Behavior3/5

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

With no annotations provided, the description carries the full burden and does contribute real behavioral context: runs are dispatched to Modal workers, credit cost varies by model and file size, and files are deleted after processing (with an audit URL). It omits however the operationally critical facts — whether the run is synchronous or asynchronous, expected duration, and how the generated audio is returned — which matter most for invocation.

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 is front-loaded correctly, but more than half the text is pricing/marketing copy, including a site-wide sentence about all three credit workspaces sharing one pack that is not specific to this tool. Billing and retention details earn their place; the cross-workspace pricing line does not.

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?

For a generation tool with no annotations, no output schema and an empty parameter object, the description leaves the agent unable to actually construct a call — where do the lyrics and sound prompt go, is the result polled or returned inline, what format is the download. It compensates with cost and retention policy but not with anything needed to invoke the tool successfully.

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?

The schema has zero parameters, which normally earns a baseline 4, but the description instructs the caller to 'describe the sound you want' and 'add your lyrics' while the input schema is an empty object, leaving a genuine ambiguity about how those inputs are actually supplied. The description therefore creates parameter expectations the schema does not satisfy rather than adding meaning beyond it.

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 first sentence gives a specific verb and resource ('generate a song') along with the inputs the user conceptually supplies (sound description, lyrics) and the outcome (listen/download). It is clear on its own, but it never distinguishes itself from closely related siblings such as mio_ai_music_generator, mio_ai_hum_to_song or mio_ai_melody_to_music, so an agent cannot tell which song-producing tool to pick.

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 statement of when to use this versus the many other music/voice generators in the sibling list, and no exclusions or prerequisites. What guidance exists is billing-oriented ('Day Pass and welcome credits do not include AI Studio'), not task-selection-oriented.

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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