Download PDFMarkdown Version
ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Laundry Cycle Optimizer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Minimize laundry loads by grouping items based on color, material, and temperature.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Laundry Cycle Optimizer capability set.

These are the exact actions your AI can choose when you ask it to work with Laundry Cycle Optimizer.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Laundry Cycle Optimizer.

  1. 01

    Calculate load count

    Determines the total number of separate washing machine cycles required

  2. 02

    Get load groupings

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

  3. 03

    Verify compatibility

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

Observed, not estimated

631ms average. Fast in production.

Laundry Cycle Optimizer is checked daily against the live service.

Daily averagePeak 701ms
Aug 20Today
Fastest day
496ms
Slowest day
701ms
14-day trend
Slowing+13%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Laundry Cycle Optimizer, so you can see the experience inside your AI.

It does not authenticate your account with Laundry Cycle Optimizer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Laundry Cycle Optimizer Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_AWXka6qq5jmcBb5sImaNmGGF7bbxX8NqLMghVVId/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Laundry Cycle Optimizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "laundry-cycle-optimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_AWXka6qq5jmcBb5sImaNmGGF7bbxX8NqLMghVVId/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Laundry Cycle Optimizer owners ask.

  • 01

    How does the capability determine the number of loads?

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

  • 02

    Can I check if two specific shirts can be washed together?

    Yes, you can use the verify_compatibility capability by providing the properties for both items to check if they are compatible.

  • 03

    How do I see which clothes go in which load?

    Use the get_load_groupings capability. It provides a detailed breakdown of each load ID and the specific items assigned to it.

Explore

More in Productivity

Suggestions