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Nexscope Ecommerce Data MCP

TRO Risk Detection MD: check Api Flash API

nexscope_data_md_check_api_flash

TRO Risk Detection MD: check Api Flash API.

Input Schema

NameRequiredDescriptionDefault
ipImagesNoArray of pictures related to intellectual property, the elements are URL or data URI, up to 3 pictures
languageNoLegal assessment report language, affects `report` field only; optional `zh` or `en`zh
ipKeywordsNoArray of keywords related to intellectual property, up to 20
descriptionNoProduct description, it is recommended to fill in only the product title; the maximum length is 1000 characters
referenceTextNoSimilar product text, such as product title; maximum length 1000 characters
referenceImagesNoArray of similar product reference pictures, the elements are URL or data URI, up to 3 pictures
mainProductImageYesMain product image, which can be a public image URL or a Base64 data URI prefixed with `data:image/...;base64,`; the maximum length is 1000
otherProductImagesNoArray of additional product images, the elements are URL or data URI, up to 5 images

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2/5.0
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, open-world call. The description adds nothing: no indication that it submits images to an external assessment service, no mention of cost, latency, or what the result contains. It does not contradict the annotations, but it does no work of its own.

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?

It is short, but short because it is under-specified rather than economical — a single clause that duplicates the title. No actionable information is front-loaded.

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?

An 8-parameter, image-upload, non-read-only external service call with no output schema demands far more than a restated title. The agent cannot tell what a successful response looks like, what the report contains, or what the risk verdict means.

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% and every one of the 8 parameters carries its own description (image URL/data URI formats, limits, language enum values). Per the baseline rule, the schema does the heavy lifting, so a 3 is appropriate despite the description contributing nothing about parameters.

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 text is essentially the title restated: 'TRO Risk Detection MD: check Api Flash API.' It names a domain (TRO risk detection) but gives no verb describing what the agent actually gets back or what operation is performed on the product images. An agent cannot distinguish this from siblings such as nexscope_maidalv_product_tro_detection or the ruiguan/patent detection tools.

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 when-to-use, when-not-to-use, or alternative guidance whatsoever. With dozens of sibling IP/trademark/patent detection tools, the absence of any routing cue is a serious gap.

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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