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Nexscope Temu Image Search

nexscope_geekbi_temu_goods_image_search
Read-only

Execute the selected image search operation and preserve provider business fields and extensions.

Input Schema

NameRequiredDescriptionDefault
imageUrlYesProvider OSS temporary image URL, obtained through presignedPut and a successful PUT upload with the signature query removed. Replace the example.invalid placeholder before calling; external URLs are rejected upstream. Actual image must be at most 10 MB and JPEG, PNG, GIF, WebP or BMP.
contentTypeNoMust match OSS response and actual image bytes; omitted means server detection.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.3/5.0
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 safety is covered. The description adds only the opaque phrase 'preserve provider business fields and extensions', which does not disclose result shape, response timing, or that the call depends on a prior upload step — with annotations carrying the load, this is a weak addition.

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

Conciseness3/5

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

A single short sentence with no padding, so nothing is wasted. However, the space saved is not redeployed to a concrete action or prerequisite, leaving the sentence under-specified rather than genuinely concise.

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?

There is no output schema, so the description should describe what comes back; instead it gestures vaguely at 'provider business fields and extensions'. Combined with no mention of the two-step upload prerequisite (only in the schema), an agent lacks enough context to call this confidently.

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%, including the OSS URL requirement, the 10 MB/size and format constraints, and the contentType enum, so the schema does the heavy lifting. The description contributes no additional parameter meaning beyond it, which is the baseline 3 case.

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 sentence 'Execute the selected image search operation' restates the name/title rather than stating a concrete verb+resource outcome (e.g. 'returns Temu products whose images match a supplied image'). An agent must infer the Temu goods-search purpose from the tool name, not the description, and nothing distinguishes it from nexscope_data_gb_temu_goods_image_search or nexscope_temu_category_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, when-not-to-use, or alternative-routing guidance appears in the description. The only prerequisite context (presigned PUT upload, signature stripping, external URLs rejected) lives in the parameter schema, not the description, and the sibling image-search tools are never named.

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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