photo_face_detect
Face Detect — Detect faces in an image and return bounding boxes. [category: photo]
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| file | Yes | Input file (JPG, PNG, WebP, BMP) |
Face Detect — Detect faces in an image and return bounding boxes. [category: photo]
| Name | Required | Description | Default |
|---|---|---|---|
| file | Yes | Input file (JPG, PNG, WebP, BMP) |
Changes observed during successful MCP inspections.
Input schema / properties / file / descriptionPrevious value: -"Input file (JPG, PNG)"New value: +"Input file (JPG, PNG, WebP, BMP)"Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, so the read-only nature is covered. The description adds that the tool returns bounding boxes, which is useful behavior context, but it does not disclose output format, coordinate details, or limitations such as threshold behavior.
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?
One concise sentence delivers the core purpose and output. The leading "Face Detect —" is slightly redundant with the tool name, but the rest is front-loaded and free of filler.
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 simple one-parameter read-only tool, the description is mostly sufficient. However, with no output schema, it leaves the exact bounding box representation unspecified, which an agent might need to know to parse the result correctly.
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?
Schema description coverage is 100% for the single file parameter, which documents accepted formats (JPG, PNG, WebP, BMP). The description does not add anything beyond what the schema already provides, so baseline 3 applies.
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 states a specific verb and resource: "Detect faces in an image and return bounding boxes." It clearly distinguishes this from sibling tools like photo_face_blur by naming the output type (bounding boxes).
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 guidance about when to use this tool versus alternatives such as photo_face_blur or photo_editor. The description implies usage for face detection but provides no exclusions or routing hints.
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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