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Nexscope Ecommerce Data MCP

Site Category Related Keywords

nexscope_seo_site_keywords

Site Category Related Keywords. Bounded Nexscope database facts with explicit missing evidence. One fixed task; no pagination. Missing values are not zero. Prices and publication are unapproved. Successful owner-only results remain available in call history. Seven-day source-freshness rules apply only to dependent requests.

Input Schema

NameRequiredDescriptionDefault
limitNo
marketNoUS
targetYes
languageNoen

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2/5.0
Behavior3/5

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

It does disclose traits annotations do not cover: fixed result bounding, no pagination, and that missing values must not be read as zero — real value for a data lookup. However, opaque fragments like "Prices and publication are unapproved" and "Seven-day source-freshness rules apply only to dependent requests" carry no actionable meaning, and it never clarifies the odd openWorldHint=true for what reads like a fixed database lookup.

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 first sentence is wasted on a title restatement, and the remaining six clauses are terse jargon fragments with no logical grouping. Length is not the problem — value density is; most sentences do not earn their place.

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?

No output schema exists, all four parameters are undocumented, and the description omits the most critical fact: what target should be. For an open-world, non-read-only-labelled tool with a required free-form string input, this leaves the caller without enough information to invoke it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description must compensate for all four parameters — yet it never names target, limit, market, or language. The only indirect signal is "no pagination," which hints that limit is a result cap rather than a page size; the meaning of target (site? category? domain?) remains entirely undefined.

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 opens by restating the title verbatim ("Site Category Related Keywords") and never states a verb or what the tool actually returns. With ~470 siblings including near-neighbours like nexscope_seo_category_keywords and nexscope_seo_keyword_categories, an agent cannot tell from this text what this tool does that those do not.

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 when-to-use, when-not-to-use, or alternative-routing guidance at all. Given many closely named keyword tools in the sibling list (nexscope_seo_category_keywords, nexscope_seo_keyword_categories, nexscope_seo_domain_keyword_intersection), the absence of any differentiation is a serious selection hazard.

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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