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WillHeadlee

Little Green Light MCP Server

by WillHeadlee

search_lists

Read-only

Search your Little Green Light CRM lists by query to find specific groups or segments.

Instructions

Search lists

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
Behavior3/5

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

Annotations already provide readOnlyHint=true and openWorldHint=true, indicating safe read and approximate results. The description adds no further behavioral context, but even minimally, it is consistent. No contradictions.

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

Conciseness2/5

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

Extremely concise to the point of under-specification. The single sentence adds no value beyond the name. Conciseness is not an asset here as it omits critical details.

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

Completeness1/5

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

For a search tool with no output schema, no parameter descriptions, and no usage guidance, the description is critically incomplete. It lacks information on pagination, results format, error handling, or any additional behavior.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, meaning the 'query' parameter lacks any description in the schema. The tool description 'Search lists' provides zero additional meaning about the parameter, leaving the agent without guidance on query format, syntax, or behavior.

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

Purpose3/5

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

The description 'Search lists' states the verb and resource, but is no more informative than the tool name. It does not distinguish this tool from the sibling 'list_lists' which also returns lists. Purpose is clear but lacks specificity.

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 vs alternatives like 'list_lists'. No context about the query parameter or expected use cases. The description provides no usage direction.

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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