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SEO Perception

Find keyword cannibalization

seoperception_find_cannibalization
Read-onlyIdempotent

Return persisted multi-page query conflicts with preferred and competing URLs. Use for consolidation or differentiation decisions.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "siteId": "<siteId>"
    },
    "name": "seoperception_find_cannibalization"
  }
}

Input Schema

NameRequiredDescriptionDefault
limitNo
cursorNo
siteIdYesPublic SEO Perception site identifier.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive and closed-world, so safety is covered. The one piece of added context is "persisted", hinting the results come from a previously stored analysis rather than a live crawl, but the description does not explain that prerequisite or what an empty result means.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tight sentences with zero filler, and the core output description is front-loaded ahead of the usage hint. Nothing is redundant.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

There is no output schema, so the description is the only source for return semantics; naming preferred/competing URLs helps, but with an undocumented cursor/limit pair and an unexplained "persisted" prerequisite, an agent cannot fully predict paging or availability behaviour.

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 coverage is only 33%: siteId is documented, but limit (max 25) and cursor have no schema descriptions and the tool description says nothing about them. Pagination and page-size behaviour, which an agent must control to page through conflicts, is left entirely undocumented.

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 uses a specific verb+resource (returns persisted multi-page query conflicts) and names the payload shape an agent will get: preferred and competing URLs. That distinguishes it from generic siblings like search_queries, though it does not explicitly contrast with the closest neighbours find_content_gaps and find_content_decay.

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?

"Use for consolidation or differentiation decisions" gives a decision context, but it never states when NOT to use it or which sibling to pick instead (e.g. content gaps vs. cannibalization). Usage is implied rather than operationalized.

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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