Describe image
describe_imageGet a detailed text description of an image. $0.01 per image.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| image | Yes | Input image as a public https URL or a base64 data URI. |
describe_imageGet a detailed text description of an image. $0.01 per image.
| Name | Required | Description | Default |
|---|---|---|---|
| image | Yes | Input image as a public https URL or a base64 data URI. |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already provide readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description adds useful pricing information ($0.01 per image) but does not disclose output formatting, limits, or how the description is produced beyond the basic behavior already implied by the description.
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?
The description is two short sentences with no filler. The core purpose is front-loaded, and the cost note is the only extra information, which earns its place for practical decision-making.
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 single-parameter read-only tool with complete schema coverage, the description is mostly sufficient: it states the output type ('text description') and cost. It lacks any note about response structure or edge cases, but given the simplicity and annotations, the gap is minor.
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 schema covers 100% of the parameter meaning, explicitly specifying that the image must be a public HTTPS URL or base64 data URI. The description adds no additional parameter-level details, so the baseline 3 is appropriate.
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?
The description clearly states a specific verb ('Get') and resource ('a detailed text description of an image'). However, it does not distinguish itself from similar siblings like analyze_image, image_to_text, or answer_picture_question, so an agent cannot tell exactly why this tool is the right one among those.
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 guidance is given about when to use this tool versus its alternatives. The description only states the function and pricing, leaving the agent to infer the intended use case without any comparison to analyze_image or image_to_text.
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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