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mio_ai_voice_cloner

AI Voice Cloner — Upload a voice recording, enter the words you want spoken, and generate a WAV file. Listen to the result before you use it.. 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

A3.5/5.0
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 reasonably well: it discloses that runs dispatch to Modal workers, that credits vary by model and file size, that Day Pass and welcome credits are excluded, and that files are deleted after processing with an audit/retention URL. Missing are auth requirements, run duration, and what happens on failure.

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 the remainder is shared marketing/credit boilerplate ('All three credit-based workspaces unlock with the same one-time credit pack…', pricing URLs) that is not specific to voice cloning, plus a doubled period. The retention and credit-exclusion sentences do earn their place; the pricing paragraph largely does not.

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?

Cost, retention, and credit-eligibility context is covered, but for a tool whose entire premise is providing an audio sample and text, the description never explains how those inputs are supplied given a zero-parameter schema. No output schema exists, so the WAV return being named in prose is helpful but the invocation mechanics remain unclear.

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?

Zero parameters means baseline 4, but the description explicitly instructs the agent to 'upload a voice recording' and 'enter the words you want spoken' — inputs the empty schema exposes nowhere. That gap between described inputs and actual call signature is a real ambiguity for an agent trying to invoke it, so it lands below baseline.

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?

States a concrete verb chain and output format: upload a voice recording, enter text, generate a WAV. The name and first sentence make the cloning function clear, but it never distinguishes itself from the adjacent mio_ai_voice_generator (plain TTS), so an agent must infer the difference from the name alone.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Usage is only implied through the workflow steps ('listen to the result before you use it') and the credit eligibility note. There is no explicit statement of when to pick this over mio_ai_voice_generator or mio_ai_text_to_video, and no prerequisites are given.

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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