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Amazon Research JS: sales estimates/query API

nexscope_data_js_sales_estimates_query
Read-only

Amazon Research JS: sales estimates/query API.

Input Schema

NameRequiredDescriptionDefault
asinYesAmazon ASIN to query
endDateYesEnd date (format: YYYY-MM-DD); must be before the current date
startDateYesStart date (format: YYYY-MM-DD)
marketplaceYesTarget market code. Optional values: `us`, `uk`, `de`, `in`, `ca`, `fr`, `it`, `es`, `mx`, `jp`us

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 the safety profile is covered. The description adds nothing beyond that — no note on whether this consumes credits, requires an authorized Amazon Research JS account, or what the response granularity is (daily vs. aggregate).

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?

It is a single short sentence with no filler, so nothing is wasted — but it is also a bare title fragment rather than a front-loaded explanation. Brevity here reflects under-specification, not discipline.

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 4-required-parameter, open-world, read-only data query with no output schema, the description should at least indicate what the estimates represent and at what interval. It provides none of that, leaving the agent to infer everything from parameter names alone.

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%: asin, startDate, endDate and marketplace all carry descriptions including date format and the marketplace enum values in prose. The description adds no additional parameter meaning, so the baseline 3 is correct.

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 Research JS: sales estimates/query API') without adding a verb like 'returns estimated sales for an ASIN over a date range'. It names a resource (sales estimates) but does not distinguish it from the many nearby siblings such as nexscope_amazon_sales_estimates or the other nexscope_data_js_* tools.

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, when-not-to-use, or alternative routing guidance at all. Given a sibling named nexscope_amazon_sales_estimates and a whole family of nexscope_data_js_* tools, an agent has no way to know from the description which one to pick.

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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