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List Frontier models

list_models
Read-onlyIdempotent

List Frontier's current stable public model aliases.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
modelsYes
docsUrlYes
apiBaseUrlYes

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnly, openWorld, idempotent, and non-destructive behavior. The description adds useful context by specifying 'current stable public,' indicating the result set is time-dependent and consists of public aliases. This goes beyond the annotations without contradicting them.

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

Conciseness5/5

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

The description is a single, front-loaded sentence that immediately states the action and resource. It contains no unnecessary words or redundant details, achieving maximum efficiency.

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

Completeness5/5

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

For a zero-parameter list tool with an output schema, the description is fully complete. It conveys the scope (current, stable, public, aliases) and relies on the output schema for return value details, which is appropriate. No additional context is needed.

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?

With zero parameters, the baseline is 4. The description adds no parameter-specific details because none are needed; the schema covers the trivial case completely. The description's mention of 'aliases' implies exactly what the output refers to, aligning with the parameter-free design.

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 uses the specific verb 'List' and clearly identifies the resource as 'Frontier's current stable public model aliases.' This distinguishes it from sibling tools like get_capabilities and get_usage, which address different resources/actions.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description clearly indicates the tool is for listing model aliases, providing clear context for when to use it. However, it does not explicitly mention alternatives or exclusionary conditions (e.g., 'for capabilities, use get_capabilities'), so it falls short of a 5.

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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TDQS

A4.4/5.0
Disambiguation5/5

Each tool serves a distinct purpose: capabilities, usage, and model listing. There is no overlap or ambiguity between them.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern, using either 'get_' or 'list_' for retrieval operations. The pattern is predictable and readable.

Tool Count5/5

With only 3 tools, the server is tightly scoped to its purpose of providing API information and usage. Each tool is necessary and the count is appropriate for a read-only info service.

Completeness5/5

The set covers the essential informational needs for the Frontier API: capabilities, usage, and available models. There are no obvious gaps given the stated server purpose.

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