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Deepankar1993

Trello MCP Server - Optimized

create_label

Create a new label on a Trello board to categorize cards. Specify board ID, label name, and color to add a label.

Instructions

Create a new label on a board. Use this tool when you need to add a new label to a board for categorizing cards.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYesName of the label
colorYesColor of the label, or null for no color
fieldsNoSpecific fields to include in the response. Overrides detailLevel. Use dot notation for nested fields (e.g., 'prefs.permissionLevel')
boardIdYesID of the board
detailLevelNoResponse detail level. 'minimal' returns only essential fields, 'standard' returns commonly used fields, 'detailed' returns most fields, 'full' returns all fields (default varies by operation type)
Behavior2/5

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

With no annotations provided, the description must carry the full burden of behavioral disclosure. It only states the basic creation action without mentioning side effects, permissions, idempotency, or return format. For a mutation tool, this is a significant transparency gap.

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 extremely concise—two sentences with no fluff. It front-loads the purpose and immediately gives usage guidance, making every word valuable.

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?

The tool is simple and has a rich schema, but with no output schema and no annotations, the description should ideally cover return values or behavioral caveats. It provides the core purpose and usage but lacks details on what the response looks like or any side effects.

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?

The input schema provides 100% coverage with descriptions for all five parameters, so the description doesn't need to add much. The description's reference to 'categorizing cards' gives slight context but doesn't enhance parameter understanding beyond the schema.

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 action ('Create a new label on a board') with a specific verb and resource. It distinguishes from sibling tools like create_label_on_card and add_label_to_card by specifying 'on a board' and emphasizing board-level creation.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides clear usage context: 'Use this tool when you need to add a new label to a board for categorizing cards.' However, it does not explicitly mention when to use alternatives or when not to use this tool, so it falls short of a full 5.

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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