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AgentSEO Page CRO QA

agentseo_page_cro_qa

Audit SEO landing pages for value proposition clarity, CTA strength, trust proof, objection handling, and conversion friction.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlNo
htmlNo
syncNo
targetNo
keywordNo
audienceNo
markdownNo
page_typeNoauto
traffic_sourceNoorganic
conversion_goalNosignup

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.6/5.0
Behavior2/5

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

No annotations are present, so the description must fully disclose behavioral traits. It does not state that this is a read-only audit, nor does it mention any side effects, resource usage, or authentication requirements. The description is silent on what happens to input data.

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?

The description is a single sentence, which is concise, but it front-loads the purpose adequately. However, it does not fully earn its place because it omits critical context about parameters and usage. Still, it is not verbose.

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

Completeness1/5

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

With 10 parameters, no output schema, and no annotations, the description is severely incomplete. It does not explain how to structure input (e.g., should url or html be provided?), what the output format is, or what each parameter controls. The tool is complex but the description treats it as trivial.

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

Parameters1/5

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

Schema description coverage is 0% for 10 parameters. The description adds no parameter-level meaning; it only mentions high-level audit categories. Parameters like 'url', 'html', 'target', 'keyword', 'audience', 'page_type', etc., are not explained or linked to the audit dimensions.

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

Purpose5/5

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

The description clearly states the verb 'Audit' and the resource 'SEO landing pages', specifying five concrete conversion dimensions (value proposition, CTA, trust proof, objection handling, friction). This distinguishes it from sibling audit tools like agentseo_content_draft_qa which focus on different aspects.

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 usage context is provided. The description does not indicate when to use this tool vs alternatives (e.g., agentseo_content_draft_qa, agentseo_content_technical_qa). There is no guidance on prerequisites or expected input conditions.

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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