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Connect Capsule Wardrobe Gap Analyzer 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. Find exactly what's missing from your sustainable wardrobe.

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 Capsule Wardrobe Gap Analyzer.

  1. 01

    Calculate wear efficiency

    This capability measures how well your current wardrobe meets your sustainability goals for frequent use.

  2. 02

    Evaluate climate suitability

    This capability determines if a specific outfit choice is appropriate for your intended weather conditions.

  3. 03

    Identify wardrobe gaps

    This capability finds the specific items you are missing to complete your intended capsule wardrobe.

  4. 04

    Validate color rules

    This capability checks if a proposed set of clothing items adheres to your specific aesthetic and color constraints.

Real work

What teams actually run

01

Building a New Capsule

You provide your current list and a goal, and the AI tells you exactly what to buy to complete the set.

02

Travel Packing

You check if your planned outfits are appropriate for the temperature of your destination.

03

Color Palette Management

You verify that new clothing purchases won't clash with your existing color rules.

04

Sustainability Auditing

You measure how often you are actually wearing your clothes to hit your frequent-use targets.

One connector, every AI

Capsule Wardrobe Gap Analyzer 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 Capsule Wardrobe Gap Analyzer 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.

Capsule Wardrobe Gap Analyzer is checked daily against the live service.

Daily averagePeak 1069ms
Oct 6Today
Fastest day
759ms
Slowest day
1069ms
14-day trend
Stable+3%

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 Capsule Wardrobe Gap Analyzer, so you can see the experience inside your AI.

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

Capsule Wardrobe Gap Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_hEYQLCJMqIOFRZAPpi09WyC5QO4ZOdwqQ25kjFab/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 — Capsule Wardrobe Gap Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "capsule-wardrobe-gap-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_hEYQLCJMqIOFRZAPpi09WyC5QO4ZOdwqQ25kjFab/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 Capsule Wardrobe Gap Analyzer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Capsule Wardrobe Gap Analyzer owners hand off.

This is for anyone trying to build a functional, minimalist, or sustainable wardrobe through data-driven planning.

  • 01

    Minimalist Wardrobe Builders

    They hand off their current inventory list to the AI to find the most efficient path to a full capsule.

  • 02

    Sustainable Fashion Enthusiasts

    They use the capability to ensure they only buy items that increase their clothing wear efficiency.

  • 03

    Travel Planners

    They use the climate capabilities to verify that their packed items match their destination's weather.

FAQ

Questions Capsule Wardrobe Gap Analyzer owners ask.

  • 01

    What can this MCP do for my wardrobe?

    It identifies missing clothing items, checks if outfits match the weather, validates color rules, and measures how efficiently you use your clothes.

  • 02

    Which AI clients can I use with this MCP?

    You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

  • 03

    How does it help with sustainable fashion?

    It helps you avoid unnecessary purchases by calculating exactly what you need to meet your outfit goals and tracking wear efficiency.

  • 04

    Can I set my own color rules?

    Yes, you can use the validation capability to ensure your clothing combinations follow your specific aesthetic constraints.

  • 05

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use as soon as you connect your client.

  • 06

    How do I find out what clothes I am missing?

    You can use the identify_wardrobe_gaps capability by providing your current inventory, desired outfit goals, and color palette.

  • 07

    Can I check if my outfits are warm enough for winter?

    Yes, the evaluate_climate_suitability capability checks if your outfit items meet the thermal requirements for your target climate.

  • 08

    How does the capability handle color constraints?

    The validate_color_rules capability allows you to define specific aesthetic constraints to ensure your items pair correctly according to your rules.

Explore

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