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content_seo_optimize

Destructive

Optimize content for search engines by running the SEO optimization agent, improving rankings and visibility through targeted improvements.

Instructions

Run the content domain agent action seo_optimize.

Routes through the platform's domain-agent dispatcher under your JWT, tenant, and company scope.

Args: message: Free-text objective for the action. inputs: Optional JSON string of structured inputs for the action.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputsNo{}
messageNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.9/5.0
Behavior2/5

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

Annotations already signal destructiveHint=true, readOnlyHint=false, and idempotentHint=false, but the description adds no behavioral context about side effects, what may be modified, or what seo_optimize actually does to content. The routing and JWT scope note is context, but it does not disclose the action's impact.

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 short and front-loaded with the key action. The Args section is useful, though the routing implementation detail is somewhat ancillary and could be trimmed without losing critical meaning.

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?

For a destructive, non-idempotent action, the description omits side-effect warnings and does not explain what the SEO optimization will change. It also gives no indication of how to choose between this and related content tools, so an agent has limited context for safe and correct invocation.

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?

Schema description coverage is 0%, so the description must carry the parameter explanation. It does provide minimal definitions: 'message' is a free-text objective and 'inputs' is an optional JSON string. However, it does not describe expected keys or examples for the structured inputs, leaving the parameter semantics only barely adequate.

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 opens with 'Run the content domain agent action `seo_optimize`', which clearly identifies the verb and resource. It does not explicitly distinguish this from sibling content tools such as content_seo_research or content_generate_content, but the purpose is not ambiguous.

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?

There is no guidance on when to use this tool versus alternatives. It does not mention when seo_optimize is preferred over other content actions, nor does it describe any prerequisites or exclusions.

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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