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Nexscope Ecommerce Data MCP

seo-domain-backlink-pages

nexscope_seo_domain_backlink_pages

Bounded domain pages projection from the Nexscope backlink index. Preserve target kind and provider scope. Proprietary rankings are not Google ratings or measured traffic. No pagination or additional provider calls. Unapproved costs prevent execution.

Input Schema

NameRequiredDescriptionDefault
limitNo
targetYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.7/5.0
Behavior3/5

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

It does disclose real behavior beyond the thin annotations: results are bounded with no pagination, no extra provider calls are made, and 'unapproved costs prevent execution' signals a cost/approval gate that matches readOnlyHint=false. However it never says what a record contains, how the projection is ranked, or what happens when the limit is hit.

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?

Five short, front-loaded sentences with no filler, which is good for size. But several are terse to the point of being uninterpretable ('Preserve target kind and provider scope'), wasting the space they occupy.

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?

No output schema and no annotation detail, so the description carries most of the burden, and it covers data provenance and cost gating but not input semantics or return shape. An agent still cannot confidently construct the required 'target' argument from this text.

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% for two parameters, so the description must compensate and largely fails. 'Preserve target kind' hints that target can be different entity kinds (domain vs URL vs subdomain) but never says which forms are accepted, and 'limit' is never mentioned even though the schema caps it at 20.

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

Purpose3/5

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

It names a resource ('domain pages') and a source ('Nexscope backlink index'), but 'bounded domain pages projection' is jargon that never states plainly that it returns a list of pages on a domain that have backlinks. With many close siblings (nexscope_seo_top_pages, nexscope_seo_backlink_records, nexscope_seo_referring_domains), no differentiation is offered.

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 named alternative anywhere in the text. 'No pagination or additional provider calls' is a constraint, not routing guidance, so an agent cannot tell this apart from the other page/backlink tools in the family.

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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