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mio_audio_denoise

Audio Denoise — Remove background noise from recordings. Video And Audio Studio run — processes in the browser but uses more credits per run than the Document / Image / Scanner workspaces. Welcome credits cover a limited number of runs. Day Pass does not include this workspace. 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

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.7/5.0
Behavior3/5

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

No annotations are present, so the description must carry the burden. It discloses that processing happens in the browser and that credit costs are higher than other workspaces, as well as Day Pass exclusion. However, it does not mention potential file format constraints or what happens to the source file, leaving some behavioral aspects unclear.

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 statement is front-loaded, but the description spends five sentences on credit/pricing details. While relevant, it could be more concise; the repeated emphasis on the credit pack and no-subscription model is somewhat redundant.

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?

For a zero-parameter tool, the description covers the cost context and browser execution, but it does not specify how input audio is provided or whether there are any restrictions on file types or sizes. This leaves a minor gap in completeness.

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

Parameters4/5

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

The tool accepts zero parameters, so the schema already fully covers the parameter semantics. The description adds no parameter information, but none is needed. Baseline for zero-param tools is 4.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with 'Audio Denoise — Remove background noise from recordings,' providing a clear verb and resource. It distinguishes from siblings like mio_video_denoise (video-focused) and mio_ai_audio_enhancer (enhancing vs. denoising), though it doesn't explicitly name alternatives.

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?

The description implies the tool is for removing background noise from audio recordings, but it does not provide explicit when-to-use or when-not-to-use guidelines. It discusses credit costs and workspace eligibility, which are important constraints, but does not direct the agent to alternative tools for other audio tasks.

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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