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Nexscope Ecommerce Data MCP

Amazon Public Marketplace Data: search By Image API

nexscope_data_amazon_search_by_image

Amazon Public Marketplace Data: search By Image API.

Input Schema

NameRequiredDescriptionDefault
sortNo`default`, `price-asc-rank`, `price-desc-rank`, `rating-asc-rank`, `rating-desc-rank`, `ratings-asc-rank` or `ratings-desc-rank`.default
imageUrlYesValid image URL, maximum length 1000.
deliveryZipNoThe postal code or city of the delivery address on the site, the maximum length is 1000. The default postal codes of each site: `10001` in the United States, `EC1A 1BB` in the United Kingdom, `10115` in Germany, `75001` in France, `00100` in Italy, `28001` in Spain, `100-0001` in Japan, and `110034` in India.
amazonDomainYesSite: `amazon.com`, `amazon.co.uk`, `amazon.de`, `amazon.fr`, `amazon.it`, `amazon.es`, `amazon.co.jp`, `amazon.in`.
countryOrAreaCodeNoOff-site shipping country code, e.g. `CN`, `JP`, `KR`, `TW`, `HK`, `MO`, `SG`, `TH`, `VN`, `PH`, `MY`; cannot be specified at the same time as the postal code in the site, and the Indian site does not support it. Maximum length 1000.
aggregateByKeepaDataNoWhether to aggregate KP data, including sales ranking, monthly sales, FBA fees and sizes, etc.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.1/5.0
Behavior2/5

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

Annotations provide only readOnlyHint=false and openWorldHint=true, and the description adds no behavioral context such as what results are returned, pagination, rate limits, or permission needs. It neither contradicts nor supplements the annotations meaningfully.

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?

The description is a single redundant sentence that merely echoes the title. It is short but not information-dense, and it is not front-loaded with any useful usage or behavioral context.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has six parameters, two of them required, and no output schema, yet the description provides no explanation of the search behavior, expected results, or operational constraints. Given the complexity and the crowded sibling set, this is critically under-specified.

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%, so the input schema fully documents all six parameters including imageUrl, amazonDomain, sort, deliveryZip, countryOrAreaCode, and aggregateByKeepaData. The description adds no parameter meaning, but the schema already carries that burden, making the baseline 3 appropriate.

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 restates the title almost verbatim ('Amazon Public Marketplace Data: search By Image API') without adding a specific verb-object scope or distinguishing it from the many sibling image-search tools. An agent must infer that this performs an image-based product search on Amazon domains from the name alone.

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 guidance on when to use this tool versus alternatives such as nexscope_amazon_search, nexscope_amazon_market_product_search, or the various marketplace-specific image-search siblings. The description gives no conditions, exclusions, or prerequisites.

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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