List models (no auth)
list_modelsNo authentication required. List the available generation models.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
list_modelsNo authentication required. List the available generation models.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint, idempotentHint, and closed-world behavior, so the safety profile is covered. The description adds a genuinely non-redundant behavioral fact — 'No authentication required' — which tells the agent this endpoint is callable before any credential is obtained. It does not describe pagination or response shape, but for this trivial tool that is a minor gap.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two short sentences with no waste, and the operationally useful auth fact is front-loaded. Every sentence earns its place.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a zero-parameter, read-only listing tool with no output schema, the description covers what the tool does and the one surprising behavioral trait (no auth). It does not hint at what fields a model entry contains, but with no params and self-evident output this is nearly complete.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The tool takes zero parameters, so the baseline is 4; there is nothing for the description to disambiguate. Schema coverage is 100% trivially.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb and resource: 'List the available generation models.' This clearly distinguishes it from siblings like get_pricing, get_service_info, and list_actions without needing to name them. It stops short of explicitly contrasting itself with those siblings, but the resource is unambiguous.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no statement of when to call this versus get_service_info or list_actions, and no mention of prerequisites beyond the auth fact. The agent can infer that it enumerates models, but no usage scenario, ordering, or alternative is spelled out.
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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