Skip to main content
Glama

Nexscope Ecommerce Data MCP

Nexscope Temu Image Search

nexscope_geekbi_temu_goods_image_search

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 declare openWorldHint=true and readOnlyHint=false, so the agent already knows this hits an external provider. The description adds no behavioral context beyond that — no mention of upstream URL validation, size/format rejection, latency, or what the response contains; 'preserve provider business fields and extensions' is uninterpretable filler.

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?

One short sentence, so size is fine, but the second clause ('preserve provider business fields and extensions') spends words on an idea the agent cannot act on. Front-loading is moot when the leading clause is tautological.

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 tool with no output schema and a multi-step precondition (presigned URL upload), the description should at least say what the search returns and that an upload must precede it. The schema covers the input mechanics, but the description leaves the workflow and result shape entirely undocumented.

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% and the imageUrl field description richly documents the presignedPut/PUT workflow, signature stripping, 10 MB limit and accepted formats. Per the high-coverage baseline the schema carries parameters, so 3 is appropriate even though the tool description adds nothing about imageUrl or contentType.

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?

'Execute the selected image search operation' essentially restates the tool name and title without naming the resource domain (Temu goods) or what the operation returns. It never distinguishes this from sibling image-search variants such as nexscope_data_gb_temu_goods_image_search or from nexscope_geekbi_temu_goods_search, so an agent cannot reliably pick it.

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 when-to-use guidance, no mention of the mandatory OSS upload prerequisite before calling, and no reference to an alternative tool when the agent only has keywords rather than an image. 'The selected image search operation' implies a prior selection the description never explains.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources