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Nexscope Ecommerce Data MCP

seo-referring-networks

nexscope_seo_referring_networks

Bounded referring networks 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
networkTypeNoIP

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 adds real context beyond the annotations: no pagination, no downstream provider fan-out, a cost/pre-approval gate, and a caveat that rankings are proprietary rather than Google metrics. However, it never reconciles with readOnlyHint=false — an agent cannot tell whether this only reads or has side effects, and the cost gate is described without any indication of what triggers "unapproved".

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Four short sentences with no padding, and the source/safety caveats are front-loaded. The density is high enough that some phrasing ("Preserve target kind and provider scope") reads as internally oriented shorthand rather than agent-facing guidance, but nothing is wasted.

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, a nested required object at 0% schema coverage, and ambiguous annotations, the description should explain what a returned network record contains and how limit/networkType shape the response. It provides cost and provenance caveats but leaves the mechanics of the call underexplained for a three-parameter nested-input tool.

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% and the nested target object plus the IP/SUBNET enum are entirely undocumented structurally. The description only obliquely gestures at "target kind" and "provider scope"; it says nothing about what networkType selects, how limit bounds the result set, or the accepted target string format, so it fails to compensate for the coverage gap.

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?

"Bounded referring networks projection from the Nexscope backlink index" does name a resource and a source index, but "projection" and "referring networks" are jargon that never resolves into a plain statement (e.g. that it groups backlinks by IP or subnet). It does not distinguish itself from the very close sibling nexscope_seo_referring_domains, so the exact purpose remains partly ambiguous.

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?

The description gives operational constraints ("No pagination or additional provider calls", "Unapproved costs prevent execution") but no positive guidance on when to call this versus nexscope_seo_referring_domains or the broader backlink_* family. Usage must be inferred entirely from the tool name.

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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