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Temu Intelligence GB: temu/goods Image Search API

nexscope_data_gb_temu_goods_image_search
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Temu Intelligence GB: temu/goods Image Search API.

Input Schema

NameRequiredDescriptionDefault
imageUrlYesSource images for visually similar product retrieval
contentTypeNoThe input must be consistent with the OSS response type and the actual byte format of the image.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.2/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so the safety profile is covered. The description adds nothing beyond that: no note on result volume, whether the image must be hosted/accessible, cost, or geographic scope despite 'GB' in the title.

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 one short sentence with no wasted clauses, but that is under-specification rather than conciseness — the single sentence merely echoes the tool name and front-loads nothing actionable.

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?

With no output schema and a large, overlapping sibling set of Temu search tools, the description should clarify return shape and selection criteria. It provides none of that, leaving the agent to guess how results differ from the keyword-search sibling.

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% for both parameters, with imageUrl and contentType documented in the schema itself. The description contributes no additional meaning, so the baseline of 3 applies.

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 essentially the title restated: 'Temu Intelligence GB: temu/goods Image Search API.' It does imply an image-based product lookup for Temu goods, but it adds no verb-level explanation of what happens (e.g. returns visually similar Temu listings) and does not differentiate itself from siblings like nexscope_data_gb_temu_goods_search or nexscope_geekbi_temu_goods_image_search.

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 guidance, no prerequisites, and no mention of alternatives such as keyword-based goods search. The agent must infer from the tool name alone that this is the visual-similarity path and that a publicly reachable image URL is required.

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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