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audio_normalize

Read-onlyIdempotent

Normalize audio loudness client and server side from freedailypro -- EBU R128 broadcast standard

Input Schema

NameRequiredDescriptionDefault
fileBase64Yes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.8/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true and destructiveHint=false, so the safety profile is covered. The description adds one genuinely useful behavioral fact — normalization targets the EBU R128 loudness standard — but says nothing about output format, whether it returns processed audio, or limits on input size.

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?

It is a single short sentence, so it is not bloated, but 'client and server side from freedailypro' is filler that occupies the front-loaded position where usage guidance should be. The one substantive fact (EBU R128) is buried at the end.

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?

With no output schema and no annotations describing the return value, the description should explain what comes back (normalized audio bytes, a URL, a report of gain applied) but does not. For a transformation tool whose whole value is the produced artifact, this is a meaningful gap.

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?

There is a single parameter, fileBase64, with 0% schema description coverage, and the description never mentions it. The name is fairly self-explanatory (base64-encoded audio), but nothing confirms accepted audio formats, size limits, or whether the base64 should include a data-URI prefix.

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 ('Normalize audio loudness') plus the target standard (EBU R128), so the agent knows what the tool produces. However, it gives no differentiation from the many audio_* siblings such as audio_compress or audio_denoise, and the 'client and server side from freedailypro' phrase is marketing noise rather than purpose.

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 tool versus alternatives like audio_compress or audio_convert, and no prerequisites or context for the input. The agent must infer that this is the loudness-normalization option purely from the name.

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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