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Nexscope Ecommerce Data MCP

IP Risk Detection RG: trademark Graphic Detection API

nexscope_data_rg_trademark_graphic_detection

IP Risk Detection RG: trademark Graphic Detection API.

Input Schema

NameRequiredDescriptionDefault
regionsNoCountry/region codes to be detected, separate with commas if multiple. If not transmitted, all countries will be detected by default. Optional values: `US`, `WO`, `ES`, `GB`, `DE`, `IT`, `CA`, `MX`, `EM`, `AU`, `FR`, `JP`, `TR`, `BX`, `CN`
imageUrlYesProduct image URL or base64-encoded image data, maximum 1000 characters
topNumberYesReturns the maximum number of YOLO coordinates, ranging from 1-100; the actual number returned may be less than the number of parameters passed
enableRadarNoWhether to enable radar monitoring
productTitleNoProduct title, used for context-aware detection, max 1000 characters
trademarkNameNoPossible graphic logo names, used to narrow the search scope, maximum 1000 characters
enableLocalizingNoWhether to enable image cutting

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

D1.7/5.0
Behavior1/5

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

No annotations are given, so the description carries the full burden, and it discloses nothing beyond the title. It does not mention whether the tool requires authentication or credits, whether detection is synchronous or queued, what the radar/localizing flags actually change operationally, or what the response contains. The single sentence adds zero behavioral context for a 7-parameter tool.

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

Conciseness2/5

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

The sentence is short, but its brevity is under-specification rather than efficiency: it is a single title-level fragment that adds no information an agent did not already have. Conciseness only earns credit when the content is front-loaded and substantive, which is not the case here.

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

Completeness1/5

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

For a 7-parameter image-analysis tool with no output schema and no annotations, the description is entirely inadequate. It gives no indication of what comes back (YOLO coordinates per the topNumber description), what 'radar monitoring' means, or how the results should be interpreted for IP risk.

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 coverage is 100%, so every parameter (regions, imageUrl, topNumber, enableRadar, productTitle, trademarkName, enableLocalizing) is fully documented in the schema itself. The description contributes nothing on parameters, but the baseline of 3 applies because the schema does the heavy lifting.

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

Purpose2/5

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

The description is a restatement of the tool name and title ('IP Risk Detection RG: trademark Graphic Detection API') with no elaboration. It never explains what a 'graphic trademark detection' actually returns or does with the image, nor does it differentiate from siblings like nexscope_data_rg_text_trademark_detection or nexscope_data_rg_copyright_detection.

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

Usage Guidelines1/5

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

There is no guidance on when to use this tool, when not to, or which sibling to pick for text vs graphic vs copyright IP checks. An agent must infer everything from the name alone, despite several near-identical IP-detection siblings being available.

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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