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AgentSEO Content Draft QA

agentseo_content_draft_qa

Validate a draft URL or markdown against live SERP expectations before publishing.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
syncNo
deviceNodesktop
targetNoOptional target brand, domain, or product
keywordYesTarget keyword
languageNoen
locationNoUnited States
qa_depthNostandard
draft_urlNoDraft or staged page URL
draft_markdownNoDraft markdown when no URL exists

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior2/5

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

With no annotations, the description must disclose behavioral traits. It only says 'validate', which suggests a read-only analysis, but does not confirm safety, side effects, or prerequisites. The lack of detail on what the tool does beyond 'validate' is a gap.

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, front-loaded sentence, which is concise. However, it is too brief given the tool's complexity (9 parameters), lacking essential details that reduce its overall utility.

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?

Considering the high parameter count, no output schema, and no annotations, the description is incomplete. It does not explain what the validation entails, how results are returned, or how to interpret them.

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

Parameters2/5

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

Schema description coverage is 44 %, indicating many parameters are undocumented in the schema. The description only mentions 'draft URL or markdown', ignoring key parameters like sync, device, language, location, and qa_depth. It fails to compensate for the schema's gaps.

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 tool's action ('Validate'), resource ('draft URL or markdown'), and context ('against live SERP expectations before publishing'). It effectively distinguishes itself from sibling tools that focus on other content tasks like briefs or outlines.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage before publishing but lacks explicit guidance on when to use this tool over alternatives like agentseo_content_technical_qa. No exclusions or alternative tool references are provided.

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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