
Connect Wardrobe Rotation Schedule 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. Keep your clothing organized and ready to wear.
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 Wardrobe Rotation.
- 01
Check item availability
This capability checks if a specific garment is clean and ready to wear on a certain date.
- 02
Generate rotation schedule
This capability builds a complete, chronological timeline for using and maintaining your clothes without scheduling conflicts.
- 03
Query seasonal inventory
This capability identifies which items in your collection are appropriate for the current season.
- 04
Validate maintenance limits
This capability ensures that your laundry or repair plans do not exceed your available capacity or violate garment care labels.
Real work
What teams actually run
Weekly Outfit Planning
Your agent builds a daily rotation that accounts for laundry days.
Seasonal Closet Swaps
The AI tells you exactly which summer items to pack away for winter.
Laundry Load Balancing
The capability ensures you do not schedule more washing than your capacity allows.
Event Readiness
You check if a specific outfit is clean and ready before a scheduled event.
One connector, every AI
Wardrobe Rotation 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 Wardrobe Rotation 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
942ms average. Fast in production.
Wardrobe Rotation is checked daily against the live service.
- Fastest day
- 865ms
- Slowest day
- 970ms
- 14-day trend
- Slowing+12%
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 Wardrobe Rotation, so you can see the experience inside your AI.
It does not authenticate your account with Wardrobe Rotation. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Wardrobe Rotation Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_ZFkCyt489NmlerPy0Ln2NDR7EYJoFOJqNyyYOWNl/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 — Wardrobe Rotation capabilities are ready to use.
{
"mcpServers": {
"wardrobe-rotation-schedule-mcp": {
"url": "https://edge.vinkius.com/vk_preview_ZFkCyt489NmlerPy0Ln2NDR7EYJoFOJqNyyYOWNl/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 Wardrobe Rotation in Claude and other AIs
Who it's for
Built for the work Wardrobe Rotation owners hand off.
This is for anyone looking to automate the logistics of a large or highly organized wardrobe.
- 01
Wardrobe Managers
They hand off the scheduling of garment rotation and laundry cycles to the AI.
- 02
Organized Professionals
They use the AI to ensure their work attire is always clean and available.
- 03
Personal Assistants
They use the capability to manage seasonal inventory transitions for clients.
FAQ
Questions Wardrobe Rotation owners ask.
- 01
How does this MCP help with laundry?
It tracks when items are being washed and ensures you do not schedule more laundry than your capacity allows.
- 02
Can I use this with Claude?
Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.
- 03
Does it handle seasonal changes?
Yes, it can identify which items are appropriate for the current season and which should go into storage.
- 04
How do I know if a shirt is clean?
You can ask your agent to check the availability of a specific item to see if it is ready to wear.
- 05
Will it respect my clothing care labels?
Yes, the validation capability checks that proposed maintenance does not violate garment labels.
- 06
How does the rotation schedule prevent conflicts?
The generate_rotation_schedule capability ensures that no garment is scheduled for wear if it is currently in laundry, repair, or storage, while also respecting your laundry capacity.
- 07
Can I check if a specific shirt is available to wear?
Yes, you can use check_item_availability to see if a specific garment is in a 'wear' or 'ready' state for a chosen date.
- 08
How does the system handle seasonal changes?
You can use query_seasonal_inventory to identify which items should be moved to storage or brought into rotation based on the current season.
Explore
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Connect Wardrobe Rotation to Claude, Cursor, ChatGPT & more
