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mio_audio_denoise

Audio Denoise — Reduce noise in a recording with adjustable Strength. Follow the audio workflow, save an MP3 copy, and compare it with your original.. 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

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.2/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It does add genuinely useful context — browser-based processing, higher credit cost per run, Day Pass exclusion — but omits whether the operation is reversible, what file types are accepted, or what the output looks like beyond 'an MP3 copy'.

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

Conciseness2/5

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

The single useful sentence is front-loaded, but it is followed by four sentences of pricing and credit-pack boilerplate that duplicate what mioffice_pricing_info exists for. More than half the text does not help the agent invoke the tool.

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 with no output schema, the purpose is covered, but the vague 'follow the audio workflow' step and the missing description of accepted inputs and result format leave real gaps. The credited pricing paragraph consumes space without closing them.

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. However, the description advertises 'adjustable Strength' while the input schema exposes no such property, so an agent could reasonably look for a strength parameter that does not exist.

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 specific verb and resource: 'Reduce noise in a recording.' The denoise scope is distinguishable from most audio siblings, but nothing explicitly separates it from mio_ai_audio_enhancer or mio_video_denoise, so the agent must infer the boundary.

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?

'Follow the audio workflow, save an MP3 copy, and compare it with your original' hints at a workflow step but names no conditions for choosing this over the enhancer or silence remover siblings, and gives no input prerequisites.

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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