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Nexscope Ecommerce Data MCP

IP Risk Detection RG: gun Parts Search API

nexscope_data_rg_gun_parts_search

IP Risk Detection RG: gun Parts Search API.

Input Schema

NameRequiredDescriptionDefault
imageUrlYesProduct image URL to be detected, maximum length 1000 characters

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 declare readOnlyHint=false and openWorldHint=true, yet the description says nothing about what happens on a call, whether the detection is deterministic, cost/rate limits, or what the response contains. For a search-style tool flagged as non-read-only, an explanation of the side effect (e.g., logging/submission) would be valuable and is absent.

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 waste, but that is because it contains essentially no information beyond the tool name. This is under-specification masquerading as conciseness, not efficient front-loading.

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?

No output schema exists, and the description never explains what a 'gun parts search' returns — a match list, a risk verdict, similarity scores? For a single-parameter image-submission tool, an agent still cannot predict the outcome or interpret results from this text.

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 the single imageUrl parameter is fully documented (max 1000 chars), so the schema carries the parameter burden. The description adds nothing beyond it, which is the baseline case for one well-documented parameter.

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 repeats the title verbatim: 'IP Risk Detection RG: gun Parts Search API.' It implies a search over gun parts within an IP-risk context, but never states the operation (image-based lookup?) or what it returns. No differentiation from the near-identical sibling nexscope_ruiguan_gun_parts_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?

There is no when-to-use guidance, no exclusions, and no mention of the sibling nexscope_ruiguan_gun_parts_search that appears to do the same thing. The only implied context is the 'IP Risk Detection' prefix, which hints at a compliance use case but doesn't route an agent between alternatives.

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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