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Nexscope Ecommerce Data MCP

Amazon Intelligence SS: competitor lookup API

nexscope_data_ss_competitor_lookup

Amazon Intelligence SS: competitor lookup API.

Input Schema

NameRequiredDescriptionDefault
pageNoPage number, starting from 1
sizeNoNumber of items per page, return 10–100 pieces of data
brandNoBrand name filter
orderNoSorting configuration, fields are shown in the table below
keywordNoSearch keywords, it is recommended to use the target site language
asinListNoASIN, multiple ASINs separated by English commas, up to 40; format: `^[A-Z0-9]+(,[A-Z0-9]+){0,39}$`
matchTypeNoMatching method: `1` phrase matching, `2` fuzzy matching, `3` precise matching
nodeLabelNoAmazon category name, supports multi-level category names, and the levels are separated by English colon `:`
nodeIdPathNoAmazon Category ID Path
sellerNameNoSeller name filter
marketplaceNoAmazon site codes: `US`, `UK`, `DE`, `FR`, `JP`, `CA`, `IT`, `ES`, `MX`, `AU`, `TR`, `IN`US
showVariationNoWhether to query the variant: `Y` yes, `N` noN
dataSnapshotMonthNo`nearly` represents the last 30 days of real-time data; historical snapshots can also be queried in the `yyyyMM` format, such as `202412`nearly

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

D1.7/5.0
Behavior1/5

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

Annotations declare readOnlyHint=false and openWorldHint=true, and the description adds no behavioral context whatsoever — no note on what competitor data is retrieved, permissions, rate limits, or side effects. The word 'lookup' suggests retrieval while readOnlyHint=false suggests otherwise, and the description does nothing to resolve that ambiguity.

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 short, but only because it says nothing; this is under-specification rather than concision. A single restated title is not front-loaded information an agent can act on.

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?

For a 13-parameter, nested-object query tool with no output schema, the description provides zero information about the returned competitor dataset or how filters combine. Nothing an agent needs to call this correctly is present beyond the name.

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% across all 13 parameters, including the nested sorting object and enumerated marketplace/matchType values, so the schema carries parameter semantics fully. The description contributes nothing beyond the schema, which is the baseline case for high coverage.

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 a verbatim restatement of the tool title: 'Amazon Intelligence SS: competitor lookup API.' It names a platform and a resource but supplies no verb-level detail about what the lookup returns or how it differs from close siblings such as nexscope_amazon_competitor_lookup or nexscope_data_ss_product_search. This is tautology rather than specification.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

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, when not to, or what alternative to pick. With dozens of Amazon-related lookup siblings available, an agent has nothing to route on except the word 'competitor'.

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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