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Cut-out with alpha channel. Input: url or file (JPEG/PNG/WebP up to 25 MB). Output: PNG with transparency. Cost €0.02 per image, charged to the API key in Authorization: Bearer. Parameters — url: string (http/https image url); format: png | webp (default png).

Input Schema

NameRequiredDescriptionDefault
urlNo
formatNo

Output Schema

NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

With no annotations, the description carries the full disclosure burden and does well on the operational side: cost of €0.02 per image, billing via the Authorization Bearer key, input size cap, and output format. It says nothing about failure behavior, rate limits, or whether processing is synchronous, which for a paid mutation-style call is a meaningful omission.

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?

Three tight sentences organized as purpose, input, output, cost, then parameters — the most decision-relevant facts come first and nothing is padded. The telegraphic style suits a small utility tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a two-parameter tool with an output schema, cost and auth disclosure, this is close to complete, but the unexplained 'file' input and the absence of any sibling routing guidance leave the agent guessing in two places. The return value is correctly left to the output schema rather than restated.

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?

Schema coverage is 0% and the schema declares both parameters as nullable untyped strings, so the description is the only source of truth: it gives url as an http/https image URL and format as png | webp with a png default. The remaining gap is the claim that input can be 'url or file' while the schema exposes no file parameter, leaving the file path ambiguous.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The lead phrase 'Cut-out with alpha channel' plus the explicit output 'PNG with transparency' makes the operation identifiable at a glance, and it contrasts with siblings like compress or watermark by nature of the operation. It never names an alternative sibling, though, so differentiation relies on the reader's own inference.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No when-to-use or when-not-to-use guidance is given; nothing tells the agent how this differs from image_moderate, denoise, or compress, or what images are unsuitable. The input constraints (JPEG/PNG/WebP up to 25 MB) are eligibility limits, not usage guidance.

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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