nexscope_seo_backlink_competitorsBounded 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.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| target | Yes |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Beyond annotations, the description discloses useful behavioral traits: no pagination, no additional provider calls, proprietary rankings are not Google ratings or measured traffic, and unapproved costs prevent execution. It still leaves some ambiguity around what 'unapproved costs' means, but it adds real context that annotations do not cover.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is short and front-loaded, with each sentence carrying a constraint or caveat rather than repeating structured fields. It is efficient, though the jargon ('competitors projection', 'target kind') makes it less immediately clear.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema and 0% parameter description coverage, the description should clarify what the result contains and how parameters shape it. It provides important behavioral caveats but does not explain the competitor output, target interpretation, or limit behavior.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0%, so the description must explain the two parameters. It does not define what 'target' expects or what 'limit' controls, merely alluding to 'target kind' and implying result bounding through 'No pagination'.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description identifies a resource (competitors) sourced from the Nexscope backlink index, but 'bounded competitors projection' is vague and does not clearly state that it returns competitor domains for a target. It also does not distinguish this tool from nearby backlink siblings like nexscope_seo_domain_competitors or nexscope_seo_backlink_domain_intersection.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no explicit guidance on when to use this tool versus the many other backlink and competitor tools. The only guidance is a constraint ('Preserve target kind and provider scope') and a warning about unapproved costs, neither of which tells an agent which scenario selects this tool.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.