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Deepankar1993

Trello MCP Server - Optimized

get_card_labels

Fetch all labels applied to a card by ID to view its tags and categories.

Instructions

Get all labels on a card. Use this tool to see the labels applied to a card.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cardIdYesID of the card
fieldsNoSpecific fields to include in the response. Overrides detailLevel. Use dot notation for nested fields (e.g., 'prefs.permissionLevel')
maxItemsNoMaximum number of items to return for list operations. Helps reduce response size for large datasets
summarizeNoReturn summary information instead of full data for list operations (e.g., '50 cards' instead of full card array)
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?

No annotations are provided, so the description carries the full burden. It only restates the purpose without disclosing any behavioral traits such as response format, permissions, or side effects. For a read operation, this is minimally informative.

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 two sentences long and front-loaded with the core purpose. The second sentence is redundant ('Use this tool to see the labels applied to a card' repeats the first), but overall it is efficient and not wasteful.

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 tool's simplicity and the absence of an output schema, the description is minimal but adequate. It does not clarify what label fields are returned or how the generic parameters apply to this specific operation, which is a clear gap for a 5-parameter tool.

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%, so the baseline is 3. The description itself adds no parameter-specific meaning beyond what the schema already documents. The generic parameters like fields, maxItems, summarize, and detailLevel are already described in 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 'Get all labels on a card', which uses a specific verb and resource. It distinguishes from sibling tools like get_label (single label) and get_board_labels (board-level labels).

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 phrase 'Use this tool to see the labels applied to a card' provides clear context for when to use it. However, it does not explicitly mention alternatives or situations to avoid this tool, so it lacks explicit exclusions.

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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