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Connect Laundry Load Calculator 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. Plan your washing machine cycles by weight.

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 Load Calculator.

  1. 01

    Get capacity tiers

    This capability provides standard machine capacity tiers for you to compare different sizes.

  2. 02

    Get laundry summary

    This capability generates a human-readable summary of your total laundry requirements.

  3. 03

    Get load distribution

    This capability calculates the specific number of full cycles and the weight of the final partial load.

  4. 04

    Validate machine suitability

    This capability checks if a specific machine capacity is practical for the total weight of your clothes.

Real work

What teams actually run

01

Weekly Planning

Input your total weekly laundry weight to see how many days of washing you'll need to schedule.

02

Appliance Shopping

Compare different machine capacity tiers to find the right size for your household.

03

Efficiency Checks

Verify if a specific load is large enough to be an efficient use of your machine's capacity.

04

Load Distribution

Break down a heavy pile of clothes into a specific number of full and partial loads.

One connector, every AI

Laundry Load Calculator 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 Load Calculator 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

907ms average. Fast in production.

Laundry Load Calculator is checked daily against the live service.

Daily averagePeak 1115ms
Oct 9Today
Fastest day
762ms
Slowest day
1115ms
14-day trend
Slowing+41%

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 Load Calculator, so you can see the experience inside your AI.

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

Laundry Load Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_jsPadPQznmovYS8WAZPv4qf2S2J7rKTP1b4qHbT1/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 Load Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "laundry-load-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_jsPadPQznmovYS8WAZPv4qf2S2J7rKTP1b4qHbT1/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 Load Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Laundry Load Calculator owners hand off.

This MCP is for anyone managing a household or large volume of textiles who wants to optimize their time and machine usage.

  • 01

    Household Managers

    They hand off weight calculations to the AI to plan weekly chores.

  • 02

    Property Managers

    They use it to determine if laundry facilities in a building meet specific needs.

  • 03

    Large Families

    They use the capability to organize massive laundry piles into manageable cycles.

FAQ

Questions Laundry Load Calculator owners ask.

  • 01

    How do I use this MCP with my AI?

    You connect to the Vinkius catalog once, and then your AI client can immediately use the laundry capabilities.

  • 02

    Can I check if my washing machine is being used efficiently?

    Yes, the validate_machine_suitability capability checks if your load size is practical for your machine's capacity.

  • 03

    Will it tell me how many loads I have to run?

    Yes, the get_load_distribution capability calculates exactly how many full and partial cycles you need.

  • 04

    Does it work with any AI client?

    It works with any MCP-compatible client, including Claude, Cursor, and Windsurf.

  • 05

    What if I don't know my machine's capacity?

    You can use the get_capacity_tiers capability to see standard capacity sizes for comparison.

  • 06

    How do I know if my machine is being used efficiently?

    You can use the validate_machine_suitability capability. It checks if the total weight is at least eighty percent of the machine's capacity.

  • 07

    Can I get a text summary of my laundry needs?

    Yes, the get_laundry_summary capability provides a human-readable summary including the number of full loads and the weight of any remaining partial load.

  • 08

    What information do I need to provide?

    Most capabilities require the total weight of the clothing and the maximum capacity of your washing machine.

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