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Nexscope Ecommerce Data MCP

Amazon Keyword Overview

nexscope_amazon_keyword_overview

Nexscope overview analysis of Amazon keyword market competition. Trigger when the user mentions keyword competition, supply-demand ratio, competitor count, keyword search volume estimation, market competitiveness assessment, keyword popularity ranking, ad competition analysis, number of products under a keyword, keyword competition, supply-demand ratio, competitor count, search popularity, market competition analysis, Nexscope, keyword overview. Even if the user does not explicitly say "Nexscope", if their need involves assessing keyword-level competition intensity, supply-demand balance, or search result product count on Amazon, this skill should also be triggered.

Input Schema

NameRequiredDescriptionDefault
last7dNoWhether to get last 7 days data, default true. When false, use startDate/endDate range
countryNoCountry site, default US. Options (13 total): US, UK, DE, CA, JP, FR, ES, IT, MX, AU, AE, BR, SA
endDateNoEnd date yyyy-MM-dd (paired with startDate)
keywordYesKeyword, translate to the corresponding country's language whenever possible. Max length: 1000 characters
startDateNoStart date yyyy-MM-dd (effective when last7d=false)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior2/5

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

The annotations already declare readOnlyHint=false and openWorldHint=true; the description adds no behavioral context beyond them. It does not say what data source backs the analysis, how fresh the data is, whether calls consume credits or quota, or what the response includes, so an agent learns nothing about cost or side effects before invoking.

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 trigger list repeats itself almost verbatim — 'keyword competition, supply-demand ratio, competitor count' appears twice in one sentence — and piles synonym upon synonym instead of stating scope. The one useful fact (implicit triggering without naming the product) is buried at the end of a bloated keyword dump.

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

Completeness3/5

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

There is no output schema, so the description is the only place to learn what an 'overview' returns — and it never says, leaving the agent to discover whether it gets a competition score, a metrics table, or a narrative. Combined with silent date-range behavior, this is adequate but thin for a data-query tool.

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% with five well-documented parameters (keyword, country with its option list, last7d, startDate/endDate pairing), so the schema carries the semantics. The description contributes nothing parameter-specific, which is acceptable at full coverage but earns only the baseline.

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?

The opening sentence names a specific resource and analysis type: Amazon keyword market competition overview. That is enough to distinguish it from image/patent/TikTok siblings, but it does not differentiate it from the many closely-named Amazon keyword siblings such as keyword_summary, keyword_intelligence, or keyword_expansion, which an agent must guess between.

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 description gives an explicit trigger list (keyword competition, supply-demand ratio, competitor count, search volume estimation, competitiveness assessment) and even covers the case where the user omits the product name. However, it offers no when-not-to-use guidance and never names an alternative sibling, which is the main thing an agent needs in a fleet of dozens of Amazon keyword tools.

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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