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List the speakers in a transcript

check_transcript
Read-onlyIdempotent

List the speakers in a meeting transcript and how many words each said, without scoring anything.

    transcript: the whole text, one speaker turn per line ("Name: words").

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
transcriptNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile is covered. The description adds the useful scope constraint that no scoring/evaluation occurs, but it says nothing about return shape or behavior on empty/malformed input.

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?

Two short sentences, front-loaded with the action and output, followed by the input format. No filler, though the indented second line is a formatting artifact rather than a content improvement.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, return values need no explanation, and the single parameter's format is documented. The definition is complete enough for an agent to call it correctly, missing only explicit sibling routing.

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?

Schema description coverage is 0%, so the description must carry the parameter burden, and it does: it defines the expected input format as one speaker turn per line in 'Name: words' form. That is a real contract beyond the bare string type in the schema.

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 ('List the speakers in a meeting transcript') plus the derived output ('how many words each said'). It implicitly distinguishes itself from analyse_transcript via 'without scoring anything', but never names the sibling, so an 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?

The phrase 'without scoring anything' suggests this is the lightweight inventory tool as opposed to the analyse_* sibling, but there is no explicit when-to-use/when-not statement and no alternatives are named. Usage is implied rather than stated.

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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