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Connect Laundry Label Action Plan to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Convert garment care symbols into safe, step-by-step laundry workflows.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Laundry Label Action Plan.

  1. 01

    Check constraint conflicts

    This capability scans for contradictions between care symbols, written instructions, and the resources you have available. It catches risks before you start a wash cycle.

  2. 02

    Generate laundry plan

    This capability creates a full, sequential laundry workflow. It uses garment requirements and your available equipment to build a step-by-step plan.

  3. 03

    Match detergent

    This capability identifies the most appropriate detergent for your specific garment. It matches cleaning agents to the fabric's care requirements.

  4. 04

    Validate machine capability

    This capability checks if a specific machine can perform a required laundry task. It verifies hardware compatibility with garment needs.

Real work

What teams actually run

01

Delicate Fabric Care

Use the capability to ensure a wool sweater is only washed with neutral pH detergents and appropriate cycles.

02

Machine Capability Checks

Verify if your current dryer can safely handle a specific garment's temperature requirements.

03

Workflow Planning

Generate a full list of steps from washing to drying for complex multi-part care instructions.

04

Conflict Prevention

Check if your available detergents conflict with the specific chemical constraints of a garment.

One connector, every AI

Laundry Label Action Plan works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Laundry Label Action Plan to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

1018ms average. Fast in production.

Laundry Label Action Plan is checked daily against the live service.

Daily averagePeak 1189ms
Oct 14Today
Fastest day
817ms
Slowest day
1189ms
14-day trend
Improving-18%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 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 Label Action Plan, so you can see the experience inside your AI.

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

Laundry Label Action Plan Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_2eRGIpKckjn4biLV5GWHRID2PmcukPMOFRFxr2tT/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 Label Action Plan capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "laundry-label-action-plan-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_2eRGIpKckjn4biLV5GWHRID2PmcukPMOFRFxr2tT/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

Guided setup for Claude? Set up Laundry Label Action Plan in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Laundry Label Action Plan owners hand off.

This MCP is built for anyone managing garment care workflows through an AI agent.

  • 01

    Household Managers

    They hand off care symbol interpretation to the AI to prevent clothing damage.

  • 02

    Linen Service Operators

    They use the capability to verify machine compatibility for large batches of textiles.

  • 03

    Textile Enthusiasts

    They rely on the capability to match specific detergents to high-end fabrics.

FAQ

Questions Laundry Label Action Plan owners ask.

  • 01

    How does this MCP prevent me from ruining my clothes?

    It validates your available machines and detergents against the specific constraints found in the garment's care symbols and instructions.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.

  • 03

    What happens if my washer doesn't have a delicate cycle?

    The validate_machine_capability capability will identify that your hardware is not compatible with the required task.

  • 04

    Does it work with written instructions as well as symbols?

    Yes, it processes both standardized care symbols and authoritative written instructions.

  • 05

    How do I get access to the capabilities?

    Vinkius hosts the MCP, so you just connect your client once to access all the capabilities in the catalog.

  • 06

    How does the capability handle conflicting instructions?

    Written instructions are treated as authoritative and will always override care symbols if a conflict is detected.

  • 07

    What happens if I don't have the right washing machine?

    The generate_laundry_plan capability will identify the missing requirement and return a stop point to prevent unsafe washing.

  • 08

    Can I use this to check if my detergent is safe for silk?

    Yes, you can use match_detergent to find the most appropriate cleaning agent based on the required properties of your garment.

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