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Uttera

identify_speakers

Who speaks and when. Returns the segments with their speaker and times.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
audioYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.8/5.0
Behavior2/5

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

The annotations already carry readOnlyHint=false, openWorldHint=true, and destructiveHint=false, and the description adds no further behavioral detail such as costs, audio-form restrictions, side effects, or label stability. 'Returns the segments...' restates the output rather than disclosing non-obvious behavior.

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

Conciseness4/5

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

The description is compact and front-loaded, but the first sentence ('Who speaks and when.') is essentially redundant with the second sentence's mention of segments, speaker, and times. Still concise and scannable.

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?

Although the output schema covers return values and the tool is simple, the definition is incomplete for invocation because the audio argument's format and provenance are entirely unspecified. An agent cannot confidently call this tool without external assumptions.

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

Parameters1/5

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

Schema description coverage is 0% and the only parameter, 'audio', is a bare string field. The description never explains what the audio value should be (path, URL, base64, or previously uploaded file), so it adds no meaning beyond the schema.

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 states a specific verb ('returns') and a specific resource ('segments with their speaker and times'), clearly identifying speaker diarization. This distinguishes it from transcribe_audio (words), summarize_recording (summary), and translate_recording (translation).

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?

No usage guidance is provided. It does not say when to prefer identify_speakers over transcribe_audio or summarize_recording, nor does it mention any prerequisites or exclusions.

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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