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Compare Competitors

compare_competitors
Idempotent

Compare your site against a competitor. Requires API key.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesYour URL
competitorUrlYesCompetitor URL

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYes
summaryNo
comparisonNo
competitorUrlYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

The annotations already declare readOnlyHint=false, destructiveHint=false, idempotentHint=true and openWorldHint=true, so the safety profile is covered. The description adds one piece of behavioral context the annotations do not carry: the API-key authentication requirement. It says nothing about whether the call mutates stored state or what the comparison costs in time/quota, and the verb 'compare' sits uneasily with readOnlyHint=false.

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?

Two short sentences, no filler, with the core action front-loaded. It is efficiently written; the brevity borders on under-specification, but that is a completeness concern rather than a conciseness flaw.

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?

An output schema exists, so return values need not be explained, and the auth requirement is stated. Still, for an open-world, non-read-only tool competing with 13 siblings, the description leaves an agent guessing about what the comparison actually produces and what state, if any, it changes.

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

Parameters3/5

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

Both parameters are fully documented by the schema (100% coverage) with URI formats and descriptive labels ('Your URL', 'Competitor URL'). The description adds no extra semantics such as trailing-slash handling, protocol requirements, or whether subdomains count as the same site, so the schema baseline of 3 applies.

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

Purpose4/5

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

The description states a clear verb and resource pair ('Compare your site against a competitor'), so an agent knows the operation immediately. It offers no differentiation from the 14 sibling tools, however, many of which (seo_audit, monitor_site, detect_regressions) could plausibly relate to site comparison.

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 guidance on when this tool is the right choice versus seo_audit, monitor_site, or get_site_info, and no exclusions. The only usage-adjacent statement is the credential prerequisite ('Requires API key'), which is a precondition rather than a when-to-use rule.

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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