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AgentSEO Content Cannibalization

agentseo_content_cannibalization

Detect overlapping SEO pages and recommend safe consolidation, differentiation, canonical, and internal-link fixes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
syncNo
pagesYes
targetNo
sensitivityNobalanced
focus_keywordsNo

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?

No annotations are provided, so the description carries the full burden. It does not disclose whether the tool is read-only, requires authentication, has rate limits, or what side effects occur. Basic action is stated, but behavioral context is lacking.

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, front-loaded sentence that efficiently conveys the core action. While very brief, it avoids redundancy with the schema and annotations. However, it could be slightly expanded without losing 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?

Given the tool's complexity (5 parameters, nested input, no output schema), the one-sentence description is inadequate. It does not explain the output format, how recommendations are presented, or the conditions for successful detection. The agent lacks essential context to use the tool effectively.

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 0%; the description adds no meaning to parameters. It doesn't explain the roles of 'pages', 'target', 'sensitivity', or 'focus_keywords'. The agent must infer from names and types alone, which is insufficient for nuanced parameters like 'sensitivity' with enum options.

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 detects overlapping SEO pages and recommends fixes (consolidation, differentiation, canonical, internal links). It is specific enough to distinguish from sibling tools like agentseo_content_gap or agentseo_content_internal_links, though it doesn't explicitly exclude them.

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 guidance on when to use this tool versus alternatives. There is no mention of prerequisites, typical scenarios, or cases where other tools might be better suited. The description only states what it does.

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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