List Models and Prices
list_modelsList the available image and video models with their credit costs. Works without signing in.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
list_modelsList the available image and video models with their credit costs. Works without signing in.
| 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, destructiveHint=false and openWorldHint=false, so the safety profile is covered. The description adds genuinely new behavioral context — that the call requires no authentication — which is exactly the kind of auth prerequisite annotations cannot express.
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, zero waste, with the core capability front-loaded and the auth caveat appended second. Nothing is redundant with the title or schema.
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 lister with no output schema, the description covers purpose, payload content and auth requirement. It could go slightly further by describing what a returned model entry looks like (identifier vs display name), which matters since there is no output schema to consult.
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 per the baseline this dimension starts at 4. Nothing in the description conflicts with the empty schema, and the mention of credit costs clarifies the payload content rather than parameters.
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 image and video models') plus what is included ('with their credit costs'). It is clearly distinguishable from siblings like list_generations and estimate_cost, though it never names an alternative explicitly.
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?
No explicit when-to-use or when-not-to-use guidance versus siblings such as estimate_cost. The phrase 'Works without signing in' implies a pre-auth discovery use case, which is suggestive but leaves the routing inference to the agent.
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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