Laundry Cycle Optimizer

Laundry Cycle Optimizer MCP Connector for Claude

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Minimize laundry loads by grouping items based on color, material, and temperature.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

The Laundry Cycle Optimizer helps you reduce energy and water consumption by calculating the minimum number of washing machine loads needed for your laundry. By analyzing items based on their color group (dark, light, or red), material type (towel, delicate, or normal), and temperature requirement (cold, warm, or hot), it ensures that clothes are never mixed in ways that cause damage or color bleeding. Use calculate_load_count to find the total number of cycles required, get_load_groupings to see exactly which items belong together, or verify_compatibility to check if two specific pieces of clothing can be washed in the same load.

laundryoptimizationefficiencyhouseholdautomation

3 tools expose this connector's capabilities to your AI agent.

calculate_load_count

Determines the total number of separate washing machine cycles required

get_load_groupings

Provides a detailed breakdown of which specific items belong to which machine load

verify_compatibility

Checks whether two specific items can be washed together in the same machine cycle

See how to talk to your AI agent using Laundry Cycle Optimizer.

How many loads do I need for a dark cotton shirt (warm) and a light towel (cold)?

You will need 2 separate loads: one for the dark cotton shirt and one for the light towel.

Can I wash a red delicate item with a dark normal item at hot temperature?

No, they cannot be washed together because their color groups and materials do not match.

List the groupings for: [{'colorGroup': 'dark', 'material': 'normal', 'temperature': 'cold'}, {'color': 'dark', 'material': 'normal', 'temperature': 'cold'}]

Both items belong to Load 1.

The `calculate_load_count` tool identifies unique combinations of color, material, and temperature. Each unique combination requires its own machine cycle.

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