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mio_ai_voice_generator

AI Voice Generator — Choose a preset voice, enter your text, and generate speech you can listen to and download as WAV.. 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

B3/5.0
Behavior4/5

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

With no annotations, the description carries the full burden and does disclose meaningful traits: dispatch to Modal workers, variable credit cost by model and file size, Day Pass/welcome credits excluded, and file deletion after processing with an audit/retention link. It omits processing time, async vs sync behavior, and what the response actually returns.

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 capability statement is correctly front-loaded in the first sentence, but the remainder is lengthy credit/pricing boilerplate (one-time pack, no per-workspace subscription, pricing link) that is mostly noise for invocation. There is also a stray double period ('WAV..').

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 tool with no parameters and no output schema, an agent still needs to know how text and voice selection are transmitted and how the resulting WAV is retrieved. The description says 'download as WAV' but never explains the input channel or output shape, spending its space on pricing instead.

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 input schema has zero properties, yet the description instructs the agent to 'choose a preset voice' and 'enter your text', implying inputs that the schema does not define. The nominal 0-param baseline of 4 is undercut because the instructions and the schema disagree about how arguments are supplied.

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 and resource: generate speech from text with a preset voice, downloadable as WAV. That clearly separates it from siblings such as mio_ai_voice_cloner (cloning) and mio_ai_hum_to_song (music), though no sibling is named explicitly.

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 never says when to pick this over mio_ai_voice_cloner or mio_ai_talking_head, nor does it state prerequisites or input requirements. The only usage-adjacent content is billing policy (credits, Day Pass exclusion), which does not help an agent choose the tool.

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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