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Nexscope Ecommerce Data MCP

Fine Cutout Image Segmentation API

nexscope_fine_cutout_image_segmentation

Run the Nexscope interactive cutout create/info flow as one Skill API call. The point list marks foreground/background guidance points.

Input Schema

NameRequiredDescriptionDefault
imageUrlYesPublic URL of the image to cut out.
scoreUrlNoOptional score map URL returned by a previous step.
pointListYesSelection points. Each item should include x, y, and isSelect.
featureUrlNoOptional feature map URL returned by a previous step.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.6/5.0
Behavior2/5

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

Annotations declare readOnlyHint=false and openWorldHint=true, so the agent knows this is a non-read, externally-dependent operation, but the description adds no behavioral context: not whether it is synchronous or task-based, what is returned (mask/cutout URL), whether the optional scoreUrl/featureUrl must come from a prior run, or cost/latency. The phrase 'create/info flow' hints at a two-stage sequence without explaining it.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two short sentences with no padding, and the core flow statement is front-loaded. Slightly undermined by opaque 'Skill API' wording, but there is no waste.

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

Completeness2/5

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

For a 4-parameter, non-read-only, open-world image operation with no output schema, the description leaves too much unsaid: it never states the expected return (e.g., a cutout/mask URL), whether the optional score/feature URLs are required for iterative refinement, or how the operation is executed or retrieved.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3. The description does add a small amount of meaning by saying points act as foreground/background guidance, which clarifies the role of isSelect beyond the schema's terse 'Each item should include x, y, and isSelect', but it does not explain scoreUrl/featureUrl usage.

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

Purpose3/5

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

The description names a concrete action (running a cutout create/info flow) and resource (image cutout with point guidance), so the general idea is graspable. But 'Run the … flow as one Skill API call' is jargon and never says plainly that this segments/cuts out an object from an image, nor how it differs from close siblings like nexscope_background_remover or nexscope_object_eraser_image_object_removal.

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?

There is no statement of when to use this versus the many other image-editing siblings (background remover, object eraser, logo removal, inpainting) that could all plausibly apply. The only usage hint is implicit in 'the point list marks foreground/background guidance points'.

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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