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Nexscope Ecommerce Data MCP

Shared Organic Keyword Competitors

nexscope_seo_domain_competitors

Shared Organic Keyword Competitors. 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

C2.2/5.0
Behavior3/5

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

Beyond the readOnlyHint=false and openWorldHint=true annotations, it discloses useful traits: bounded result sets, no pagination, missing values are not zero, a seven-day source-freshness rule, and that owner-only results persist in call history. However, several phrases read as generic boilerplate ('Prices and publication are unapproved') that have no evident meaning for a domain-competitor lookup, so the added transparency is only partly credible.

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?

Six short sentences, but the lead sentence is wasted on a title restatement and the remainder is terse jargon rather than layered information. Length is fine; information density is poor and the ordering gives no progressive disclosure of purpose.

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?

With no output schema, no annotation detail, and zero schema description coverage on four parameters, the description should explain what a result row contains (competitor domain, shared keyword counts, overlap metrics). It does not, and the caveats it does offer are cryptic, leaving an agent unable to predict the response.

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% across four parameters, so the description carries the full burden and does not meet it: it never says that 'target' is a domain (rather than a keyword or ASIN), never explains what 'limit' bounds beyond the implicit 'no pagination' remark, and never notes that 'market' and 'language' are fixed to US/en.

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 first sentence merely restates the title ('Shared Organic Keyword Competitors') without a verb or object, so the agent must infer that a domain is supplied and competitor domains sharing organic keywords are returned. It never distinguishes this tool from the many adjacent SEO siblings such as nexscope_seo_domain_keyword_intersection, nexscope_seo_serp_competitors, or nexscope_seo_backlink_competitors.

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 statement of when to use this tool versus the keyword-intersection, SERP-competitor, or backlink-competitor alternatives. 'One fixed task; no pagination' describes the tool's own shape rather than a selection condition, and no prerequisites or exclusions are given.

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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