
Connect Laundry Load Planner to ChatGPT, Claude and Gemini
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. Turn your laundry pile into a timed, efficient schedule.
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.
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.

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.
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.
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.
01-04
4 capabilities in this set.
Part of 4 available through Laundry Load Planner.
- 01
Calculate dry plan
This capability determines the number of drying cycles required based on the results of your wash plan.
- 02
Calculate wash plan
This capability calculates how many wash loads are necessary to process all your garments.
- 03
Generate full schedule
This capability produces a complete, time-ordered plan for every laundry task you need to complete.
- 04
Get garment requirements
This capability retrieves the specific wash and dry parameters for a clothing category like whites, colors, or delicates.
Real work
What teams actually run
Busy Morning Routines
The agent plans a sequence of loads so you can finish laundry before you leave for work.
Large Volume Processing
Calculate the exact number of loads needed for heavy items like towels or bedding.
Fabric Care Compliance
Ensure delicates are handled with the correct temperature and duration settings.
Time-Constrained Planning
Determine if a specific amount of laundry can realistically be finished within a set number of hours.
One connector, every AI
Laundry Load Planner 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Laundry Load Planner 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
908ms average. Fast in production.
Laundry Load Planner is checked daily against the live service.
- Fastest day
- 741ms
- Slowest day
- 1034ms
- 14-day trend
- Slowing+8%
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 Planner, so you can see the experience inside your AI.
It does not authenticate your account with Laundry Load Planner. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Laundry Load Planner Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_mCvBYRb1iaJ3Qdoym0g1CBpGwGSxMeHxRncplwOo/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Laundry Load Planner capabilities are ready to use.
{
"mcpServers": {
"laundry-load-planner-mcp": {
"url": "https://edge.vinkius.com/vk_preview_mCvBYRb1iaJ3Qdoym0g1CBpGwGSxMeHxRncplwOo/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 Planner in Claude and other AIs
Who it's for
Built for the work Laundry Load Planner owners hand off.
This MCP is for anyone looking to automate the logistics of household or large-scale laundry management.
- 01
Household Managers
Hand off the math of laundry scheduling to an agent to keep the house running on time.
- 02
Property Managers
Use the agent to plan laundry cycles for shared facilities or short-term rentals.
- 03
Automation Enthusiasts
Integrate laundry logic into larger smart home or personal productivity workflows.
FAQ
Questions Laundry Load Planner owners ask.
- 01
How does this MCP prevent machine damage?
It calculates the total weight of garments and ensures the number of loads stays within the capacity limits of your washer and dryer.
- 02
Can I use this with Claude or Cursor?
Yes, you can use this MCP with any MCP-compatible client like Claude, Cursor, or Windsurf.
- 03
Does it handle different fabric types?
Yes, the capability includes specific requirements for categories like whites, colors, and delicates.
- 04
How do I get a full schedule?
You can ask your agent to use the generate_full_schedule capability to create a complete, time-ordered plan.
- 05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.
- 06
How do I create a complete laundry schedule?
You can use the generate_full_schedule capability. Provide the list of garments with their weights, the washer and dryer capacities, and the total hours you have available.
- 07
Can I mix different garment categories in one load?
No. To ensure wash requirements like temperature are met, garments of different categories cannot be mixed in the same wash load.
- 08
What happens if my laundry exceeds the machine capacity?
The capability will automatically split the garments into multiple sequential loads to ensure no single load exceeds the washer or dryer capacity.
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Connect Laundry Load Planner to Claude, Cursor, ChatGPT & more
