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Nexscope Ecommerce Data MCP

Page Backlink Composition

nexscope_seo_page_backlink_composition

Bounded domain and page rank values from the Nexscope backlink index. Independently callable bulk interface sharing source facts with backlink overview. No new independent authority fact is claimed. Unknown costs remain unapproved. No pagination or extra lookup.

Input Schema

NameRequiredDescriptionDefault
pageYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

D1.9/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=false and openWorldHint=true, while the description uses opaque phrasing like 'No new independent authority fact is claimed' and 'Unknown costs remain unapproved' without explaining cost, permissions, or what 'unapproved' means. 'No pagination' is the only concrete behavioral detail, and it does not resolve the tension between this being a lookup-style call and the non-read-only annotation.

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?

Five short choppy sentences with abstract internal jargon; the useful statement about scope is buried after vague claims, and several sentences do not earn their place. It is not front-loaded with what the tool does.

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, one undocumented parameter, and sparse annotations, the description should explain return content and invocation constraints, but it leaves the agent without enough to know what it will receive or how to use the result.

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

Parameters1/5

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

There is one parameter ('page', a URI) with 0% schema description coverage, and the description never mentions it, its expected format, or whether it must be a full URL. At low coverage the description is supposed to compensate, and it does not.

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 says it returns 'bounded domain and page rank values' from the Nexscope backlink index, but 'composition' is never explained and there is no clear verb or output shape. It reads as jargon that restates the title rather than telling an agent what the tool concretely returns for a given page.

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?

It mentions a relationship to 'backlink overview' and says 'no pagination or extra lookup,' but never states when to call this tool versus backlink_overview or the many other backlink siblings. No conditions, prerequisites, or exclusions are provided.

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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