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AgentSEO Content Brief

agentseo_content_brief

Turn live SERP intent into a production-ready content brief for writers and coding agents.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
syncNo
deviceNodesktop
targetNoOptional target brand, domain, or product
keywordYesTarget keyword
audienceNoOptional audience description
languageNoen
locationNoUnited States
page_typeNoauto
brand_voiceNoexpert
brief_depthNostandard
include_serp_outlineNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.7/5.0
Behavior2/5

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

With no annotations provided, the description bears full responsibility for disclosing behavioral traits. It only states that the tool turns SERP intent into a brief, but says nothing about whether it is read-only, destructive, requires authentication, or has rate limits. This is minimal transparency for a tool that likely performs analysis and generation.

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?

The description is a single 14-word sentence, making it very concise with no redundant words. However, it lacks structure (e.g., bullet points or sections) that could improve readability for complex tools. It earns its place but could be slightly expanded without losing efficiency.

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 complexity (11 parameters, no output schema, no annotations, and many siblings), the description is incomplete. It does not specify what a 'content brief' includes, how parameters affect output, or the return format. The agent lacks sufficient information for confident selection and invocation.

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?

The input schema has 11 parameters with only 27% coverage via descriptions. The tool description does not explain any parameter meanings or usage beyond the generic mention of 'live SERP intent.' For example, parameters like 'brief_depth' or 'include_serp_outline' remain unexplained, forcing reliance on the schema alone.

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: turning live SERP intent into a production-ready content brief for writers and coding agents. It uses a specific verb ('turn') and identifies the resource and output. However, it does not explicitly distinguish this tool from closely related siblings like agentseo_content_serp_outline or agentseo_content_refresh_brief, limiting differentiation.

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. It does not mention prerequisites, context, or exclusions. The agent is left to infer usage from the purpose alone, which is insufficient given the large number of sibling tools.

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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