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What's That Model?

compare_models

Read-onlyIdempotent

Compare documented capabilities and task fit. Unknowns stay explicit.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
taskNo
modelsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
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 one genuinely useful behavioral trait – comparison is limited to documented capabilities and unknowns are surfaced rather than filled in – but says nothing about how results are ordered, how ties are handled, or what the response looks like.

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 with zero filler, and the core action is front-loaded. It is efficient, though the terseness shades into under-specification rather than tightness.

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, no parameter descriptions, and a 10-word description, key calling information is missing: what form model identifiers take, what the comparison returns, and how 'task' influences the result. The description is far too thin for a two-parameter analytical tool.

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?

Schema description coverage is 0% for two parameters. The phrase 'task fit' only indirectly signals that the 'task' parameter shapes the comparison, and the 'models' array is never described: no identifier format, no mention of the 2–4 item bounds, no ordering semantics.

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?

The verb 'Compare' is specific and the resource is inferable from the tool name (models), with the comparison dimensions named ('documented capabilities and task fit'). However, it never explicitly names its closest sibling best_model_for or distinguishes itself from find_model/where_to_use, so an agent must guess the routing.

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 such as best_model_for or where_to_use, and no prerequisites or exclusions. The only hint is the existence of a 'task' concept, which is implied rather than explained.

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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