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Nexscope Ecommerce Data MCP

seo-backlink-competitors

nexscope_seo_backlink_competitors

Bounded competitors 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

C2.5/5.0
Behavior4/5

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

Annotations (readOnlyHint=false, openWorldHint=true) only flag mutation/cost caution and open-world coverage; the description adds real value beyond them by disclosing that results are bounded/non-paginated, that no additional provider calls are made, that rankings are proprietary rather than Google ratings or measured traffic, and that unapproved costs block execution. The semantic caveat about proprietary rankings is exactly the kind of context an agent needs before interpreting output.

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?

Very short and front-loaded, with the source/index and the key caveats stated early. However, the sentences are telegraphic fragments ("Preserve target kind and provider scope") whose meaning is hard to parse, so terseness costs clarity rather than buying it.

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, low schema coverage, and only sparse annotations, the description should explain what a competitor projection contains and what values target accepts. It says nothing about return shape and only cryptically references target types, leaving the agent to guess on the core input.

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 carry the parameter burden, yet it only obliquely hints that "target kind" matters (domain vs page vs URL are not enumerated). The limit parameter's default of 10 and maximum of 20 are never mentioned, and the "bounded" claim is the only nod to result sizing.

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?

"Bounded competitors projection from the Nexscope backlink index" essentially restates the tool name with added jargon ("projection"); it never states the verb (list/retrieve) or what is actually returned. It also gives no hint of how it differs from the very similar sibling nexscope_seo_domain_competitors or nexscope_seo_backlink_domain_intersection, so an agent cannot select confidently between them.

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?

No when-to-use or when-not-to-use guidance is given relative to the many sibling backlink/competitor tools. "No pagination or additional provider calls" is a constraint, not routing guidance, and "Unapproved costs prevent execution" only implies a precondition without telling the agent how to satisfy it.

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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