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AgentSEO Content Action Plan

agentseo_content_action_plan

Turn supplied SEO opportunities into a capacity-aware content calendar and execution plan.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
goalNotraffic_growth
syncNo
teamNo
itemsYes
targetNo
start_dateNo
horizon_daysNo
weekly_capacityNo

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?

Without annotations, the description should disclose behavioral traits like whether it's idempotent, requires specific permissions, or has side effects. It does not, leaving the agent uninformed about potential impacts.

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 sentence with no wasted words. It front-loads the purpose effectively. However, given the tool's complexity, a bit more detail could be added without sacrificing conciseness.

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?

With no output schema and no annotations, the description is severely lacking. It does not explain the output format, how items are processed, or what the resulting calendar looks like. Many parameters and their interactions remain unclear.

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%, and the description adds no meaning to any parameters. It vaguely references 'supplied SEO opportunities' but does not map to the items parameter or explain other fields like goal, sync, or team. This forces reliance on parameter names 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 converts SEO opportunities into a content calendar and execution plan, distinguishing it from sibling tools that focus on analysis or briefs. However, it could be more imperative and specific about the exact operation.

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 guidance is provided. The description does not indicate when to use this tool versus alternatives, nor does it specify prerequisites or context. This is a missed opportunity to guide the agent.

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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