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Glama

Inspect a keyword market

inspect_keyword
Read-onlyIdempotent

Return the keyword summary and deterministic ranking ordered by cumulative verified payment.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
cursorNo
keywordYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

B3.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and idempotentHint=true, and the description adds useful behavioral detail by stating the result is 'deterministic ranking ordered by cumulative verified payment.' This is consistent with the annotations and adds ordering semantics beyond what annotations provide.

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 focused sentence with no filler. The key output concept and ordering rule are front-loaded, making it easy for an agent to absorb quickly.

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?

An output schema exists, so return value details are not required in the description. However, the presence of cursor and limit parameters means pagination semantics are relevant and unaddressed, leaving the description adequate but not fully complete.

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%, so the description must compensate for the parameters. It implicitly covers 'keyword' via the tool name and summary, but it does not explain the meaning of 'limit' or 'cursor' or how pagination works.

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 states a specific verb and resource: 'Return the keyword summary and deterministic ranking ordered by cumulative verified payment.' This clearly distinguishes it from sibling tools like inspect_organic_resource, though it does not explicitly name or contrast alternatives.

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 is provided about when to use this tool versus siblings such as compare_resources, quote_rank, or inspect_organic_resource. The intended context is only weakly implied by the title, not the description.

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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