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Connect Wardrobe Outfit 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. Turn your clothing inventory into actionable outfit math.

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 Wardrobe Outfit Calculator.

  1. 01

    Analyze inventory requirements

    This capability calculates how many extra items you need to buy to hit a specific outfit target. It tells you exactly how many tops or bottoms are required to reach your goal.

  2. 02

    Get outfit ratio

    This capability determines the balance between your tops and bottoms. It helps you see if you have too many of one item compared to the other.

  3. 03

    Get total outfits

    This capability finds the total number of unique outfit combinations you can make. It multiplies your tops by your bottoms to give you a final count.

  4. 04

    Validate wardrobe capacity

    This capability checks if your current inventory can actually support a target number of outfits. It confirms whether your existing pieces meet your variety goals.

Real work

What teams actually run

01

Shopping Planning

Determine exactly how many shirts you need to buy to double your current outfit options.

02

Closet Auditing

Check if your current ratio of tops to bottoms is too skewed toward one category.

03

Goal Setting

Verify if your existing wardrobe can support a target number of unique looks.

04

Inventory Management

Calculate the total utility of your clothing collection based on item counts.

One connector, every AI

Wardrobe Outfit 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 Wardrobe Outfit 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

961ms average. Fast in production.

Wardrobe Outfit Calculator is checked daily against the live service.

Daily averagePeak 1036ms
Oct 10Today
Fastest day
776ms
Slowest day
1036ms
14-day trend
Improving-9%

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

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

Wardrobe Outfit Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_gaRoPoeZK0s9TKlKVi0b7UTdKJZWYzcPcn7KTroa/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 — Wardrobe Outfit Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "wardrobe-outfit-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_gaRoPoeZK0s9TKlKVi0b7UTdKJZWYzcPcn7KTroa/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 Outfit Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Wardrobe Outfit Calculator owners hand off.

This is for anyone looking to apply data-driven logic to their personal wardrobe and clothing inventory.

  • 01

    Personal Stylists

    They hand off inventory math to the AI to advise clients on what to buy next.

  • 02

    Wardrobe Organizers

    They use the capability to audit client closets and ensure balanced clothing ratios.

  • 03

    Minimalist Enthusiasts

    They use the math to ensure they have enough variety without over-buying.

FAQ

Questions Wardrobe Outfit Calculator owners ask.

  • 01

    How does this MCP calculate outfits?

    It uses the total number of tops and bottoms to calculate all possible unique pairings.

  • 02

    Can I use this with Claude?

    Yes, you can connect this MCP to any MCP-compatible client including Claude.

  • 03

    How do I know if my wardrobe is balanced?

    The capability calculates the ratio of tops to bottoms to show you if one category outweighs the other.

  • 04

    Can it tell me what to buy?

    Yes, it can suggest how many additional items you need to reach a specific outfit goal.

  • 05

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP for you so it is ready to use immediately.

  • 06

    How do you calculate the total number of outfits?

    The total is calculated by multiplying the number of tops by the number of bottoms using the get_total_outfits capability.

  • 07

    Can I plan for a specific number of outfits?

    Yes, you can use analyze_inventory_requirements to see how many additional tops or bottoms you need to reach your target.

  • 08

    What happens if I have zero bottoms?

    If you have zero items in a category, the total number of outfits will be zero.

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