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List keyword gaps

list_keyword_gaps
Read-onlyIdempotent

Keyword-gap summary for every tracked competitor of an application, with each competitor's five best gap terms.

Input Schema

NameRequiredDescriptionDefault
application_idYesApplication id.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

The annotations already declare this as a read-only, idempotent, non-destructive, closed-world operation, so safety behavior is covered. The description adds useful scope and return-content context by saying it covers every tracked competitor and returns five best gap terms per competitor, but it does not explain ordering, pagination, or how gap terms are determined.

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?

The description is a single, front-loaded sentence with no filler. It communicates scope and return content efficiently without repeating the tool name or title unnecessarily.

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

Completeness4/5

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

For a simple one-parameter listing tool with no output schema, the description is largely complete: it identifies which competitors are covered and what each result contains. It could be stronger by clarifying how many competitors may appear or how the five best gap terms are selected, but it is sufficient for an agent to understand the tool's purpose.

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?

There is one required parameter, application_id, and schema description coverage is 100%, so the schema already carries the parameter documentation burden. The description only implies that the tool operates on an application and adds no extra semantics about the identifier format or constraints.

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 resource and scope: a keyword-gap summary for every tracked competitor of an application, including each competitor's five best gap terms. It is more specific than the title alone and distinguishes this overview tool from narrower siblings like get_keyword_gap, though it does not explicitly name those alternatives.

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?

Usage is implied by the phrase 'summary for every tracked competitor,' which suggests an overview/browsing use case. However, the description does not explicitly say when to use this tool instead of get_keyword_gap, expand_keyword_gap, or get_competitor_keywords, nor does it state 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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