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list_providers

Read-onlyIdempotent

Compare available image generation providers by API key status, best use cases, and features to choose the right provider for your task.

Instructions

List available image generation providers and their capabilities.

Returns a comparison of available providers including:

  • Which providers have API keys configured

  • Best use cases for each provider

  • Feature comparison (text rendering, resolution, etc.)

Use this to understand which provider to choose for your task.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Annotations already declare readOnlyHint=true and idempotentHint=true, but the description adds value by detailing the return content: API key configuration, best use cases, and feature comparison. No contradictions.

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 concise, with a clear lead sentence and bullet points for output details. Every sentence adds value, and there is no redundancy.

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?

The description adequately explains the tool's purpose and what the output includes, even without needing to detail parameters. Given the presence of an output schema, the description is complete.

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?

There are no parameters, and schema coverage is 100%. With zero parameters, the baseline is 4, and the description does not need to add parameter details.

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 explicitly states 'List available image generation providers and their capabilities', clearly identifying the verb (list) and resource (providers with capabilities). This distinguishes it from sibling tools like generate_image or edit_image, which perform different operations.

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 advises 'Use this to understand which provider to choose for your task', providing clear context for when to use this tool. While it doesn't list explicit alternatives or when-not-to-use, the context of sibling tools makes the usage well implied.

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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