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lazymac2x

lazymac-mcp

seo_analyzer

Audit webpage SEO by analyzing meta tags, headings, links, and alt text to identify optimization opportunities.

Instructions

Page-level SEO audit — meta tags, headings, links, alt text

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
paramsNoFree-form params object — passed as query string for GET, JSON body for POST
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It mentions auditing but doesn't specify if this is a read-only analysis, requires authentication, has rate limits, or what the output format might be. For a tool with no annotations, this is a significant gap in transparency.

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 extremely concise and front-loaded, using a single phrase that efficiently conveys the core function and key elements analyzed. Every word earns its place, with no wasted text or redundancy.

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?

Given the tool's complexity (SEO analysis with a free-form parameter object) and lack of annotations and output schema, the description is incomplete. It doesn't explain what the audit entails, how results are returned, or any behavioral traits, making it inadequate for effective agent use.

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?

The input schema has 100% description coverage, indicating the single parameter is documented as a 'Free-form params object.' The description adds no additional meaning about parameters beyond what the schema provides, so it meets the baseline of 3 for high schema coverage without compensating 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 function as a 'Page-level SEO audit' and lists specific elements analyzed (meta tags, headings, links, alt text), providing a specific verb+resource combination. However, it doesn't differentiate from sibling tools, which are unrelated to SEO analysis, so it doesn't need sibling differentiation but could be more specific about scope.

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, prerequisites, or context. It merely states what the tool does without indicating appropriate scenarios or exclusions, leaving the agent to infer usage from the purpose alone.

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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