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WillHeadlee

Little Green Light MCP Server

by WillHeadlee

list_keywords

Read-only

Retrieve all keywords associated with a specific category in Little Green Light CRM by providing the category ID.

Instructions

List keywords nested under a specific category

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
category_idYes
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true. The description adds only that keywords are nested, which is implicit from the required category_id parameter. No additional behavioral traits like pagination, ordering, or error conditions are disclosed.

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 sentence with no wasted words. However, it is slightly too terse and could benefit from a brief mention of return structure or scope.

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?

Given the low complexity (one required parameter, no output schema), the description is minimally adequate. It lacks details on expected returned data, error handling, or what 'nested' entails, but the openWorldHint suggests leniency.

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 does not explain the category_id parameter beyond its name. For a single parameter, more context (e.g., format, source, constraints) is expected to aid correct usage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'List', the resource 'keywords', and the context 'nested under a specific category'. This distinguishes it from sibling tools like list_categories or get_keyword.

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?

The description implies usage for listing keywords under a category, but provides no explicit guidance on when to use this tool versus alternatives like list_constituent_categories or get_keyword. No exclusions or context cues are provided.

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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