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Amazon Sales Estimates

nexscope_amazon_sales_estimates
Read-only

Nexscope ASIN sales estimates query, returning daily estimated sales and latest known price for a specified ASIN over a given time period, covering 10 marketplaces including US, UK, Germany, and Japan. Triggered when users mention ASIN sales estimates, ASIN daily sales, sales estimation, competitor sales monitoring, average daily sales, sales trends, product sales tracking, Nexscope sales data, sales estimates, daily sales, estimated units sold, ASIN sales tracking, competitor sales monitoring, product sales trend, daily unit sales. Even if users do not explicitly mention "Nexscope", this skill should be triggered whenever the task involves viewing daily estimated sales data for an Amazon ASIN over a time period.

Input Schema

NameRequiredDescriptionDefault
asinYesAmazon ASIN to query
endDateYesEnd date (format: YYYY-MM-DD); must be earlier than the current date
startDateYesStart date (format: YYYY-MM-DD)
marketplaceYesTarget marketplace code. Options: us, uk, de, in, ca, fr, it, es, mx, jp

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already declare readOnly/destructive=false, so the safety profile is covered; the description adds genuinely new behavioral facts: it returns daily estimated sales plus the latest known price, and it covers ten marketplaces. It doesn't disclose data latency, estimation methodology, or historical depth limits, but with no output schema the return-shape statement earns credit.

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 opening purpose sentence is well front-loaded, but the middle is a padded trigger-keyword dump with heavy duplication ('sales estimates', 'daily sales', 'estimated units sold', 'ASIN sales tracking', 'competitor sales monitoring' appear twice). Those tokens consume space without adding distinct selection signal.

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

Completeness4/5

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

For a four-required-parameter read tool with annotations but no output schema, the description covers what it returns, the marketplace scope, and when to fire. What's missing is differentiation from the sibling sales-estimates tool and any data-freshness caveat.

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 schema already documents asin, startDate/endDate formats, and the full marketplace enum. The description only restates that a time period and marketplace are needed, adding no constraint beyond the schema (e.g. date-range limits or estimation window). Baseline 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('ASIN sales estimates query') plus the exact return content ('daily estimated sales and latest known price') and scope (10 marketplaces). It never names the near-duplicate sibling nexscope_data_js_sales_estimates_query, so an agent can't distinguish the two from the description alone.

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

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The trigger keyword list and the explicit 'trigger even if the user does not mention Nexscope' clause give clear when-to-invoke context, which is unusually helpful for routing in this large tool family. It offers no when-not conditions and no alternatives, even though a same-purpose sibling exists.

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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