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bbernstein

LacyLights MCP Server

by bbernstein

list_look_boards

List all look boards in a project by project ID, returning lightweight summaries with button counts.

Instructions

List all look boards in a project.

Returns lightweight look board summaries with button counts.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
projectIdYesProject ID to list look boards from

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv1.7.0

TDQS

B3.4/5.0
Behavior3/5

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

With no annotations, the description carries the full burden, but it does disclose that results are 'lightweight look board summaries with button counts', which usefully signals the return shape. It says nothing about pagination, ordering, permissions, or behavior for an empty/invalid project.

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 short sentences, front-loaded with the operation and followed by the return shape. No filler or redundancy.

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 single-parameter read tool with a fully documented schema, this covers the essentials and even describes the return payload despite no output schema. Missing only minor operational details such as ordering or pagination.

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?

Schema description coverage is 100% and the single projectId parameter is documented in the schema, so baseline 3 applies. The description adds no format, sourcing, or constraint detail beyond what the schema already states.

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?

States a specific verb (List) and resource (look boards) scoped to a project, which is unambiguous. However, it does not distinguish itself from nearby siblings such as get_look_board (singular) or list_looks, so an agent must infer the boundary from names alone.

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?

There is no explicit when-to-use guidance, no prerequisites, and no mention of alternatives in a very crowded sibling set (get_look_board, list_looks, list_projects, create_look_board). Usage is only implied by the verb 'List'.

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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