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vdalhambra

SiteAudit MCP

competitor_gap_analysis

Read-only

Identify SEO, security, and performance gaps between your website and competitors to receive actionable improvement recommendations.

Instructions

Analyze SEO/security/performance gaps vs competitors.

Returns areas where competitors outperform your site, with specific recommendations for improvement.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
your_urlYesYour website URL
competitor_urlsYesComma-separated competitor URLs (up to 5)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

Annotations already declare readOnlyHint=true, indicating a safe read operation. The description adds useful context about what the analysis covers (SEO/security/performance) and the nature of the output (areas of underperformance with recommendations), but doesn't disclose behavioral details like rate limits, execution time, or data freshness.

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

Conciseness5/5

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

The description is perfectly concise with two sentences that each earn their place: the first states the analysis purpose, the second describes the output format. No wasted words, well-structured, and front-loaded with the core functionality.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the presence of both annotations (readOnlyHint) and an output schema (implied by context signals), the description provides adequate context about what the tool does and what it returns. For a comparative analysis tool with good structured coverage, this description is reasonably complete, though it could benefit from more behavioral context.

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?

With 100% schema description coverage, the input schema already fully documents both parameters. The description doesn't add any parameter-specific information beyond what's in the schema (your_url, competitor_urls), so it meets the baseline but provides no extra semantic value.

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 clearly states the tool's purpose: 'Analyze SEO/security/performance gaps vs competitors' with specific domains mentioned. It distinguishes itself from siblings like 'compare_sites' by focusing on gap analysis rather than general comparison, though it doesn't explicitly name alternatives.

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 provides no guidance on when to use this tool versus alternatives like 'compare_sites' or domain-specific audits (seo_audit, security_audit, performance_audit). It mentions what the tool does but offers no context about when it's the appropriate choice among the available options.

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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