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Connect Valid Outfit Generator 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. Enforce formality rules for perfect clothing combinations.

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 · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Valid Outfit Generator.

  1. 01

    Get outfit samples

    This capability provides a small list of valid clothing combinations for you to preview. It's useful when you need to show a user a few real examples of what they can wear.

  2. 02

    Count valid outfits

    This capability calculates the total number of possible outfits that follow your formality rules. It gives you a hard number of how many valid combinations exist within a set of items.

  3. 03

    Verify outfit consistency

    This capability checks a specific group of items to see if they follow the formality rules. Use it to confirm if a pre-selected outfit is actually wearable under your constraints.

Real work

What teams actually run

01

Automated Styling

An agent suggests outfits to a user while ensuring the formality level stays consistent.

02

Digital Closet Management

A wardrobe app uses the capability to tell a user how many unique outfits they can actually wear.

03

Outfit Verification

A user asks an agent to check if a specific set of clothes is appropriate for an event.

04

Inventory Analysis

A developer uses the count capability to see the potential utility of a new clothing collection.

One connector, every AI

Valid Outfit Generator 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 Valid Outfit Generator 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

679ms average. Fast in production.

Valid Outfit Generator is checked daily against the live service.

Daily averagePeak 813ms
Oct 3Today
Fastest day
570ms
Slowest day
813ms
14-day trend
Stable-4%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Valid Outfit Generator, so you can see the experience inside your AI.

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

Valid Outfit Generator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_eouMbClSUl73xaEhrx5s89I0OfV78IZI1mtiFhu8/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 — Valid Outfit Generator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "valid-outfit-generator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_eouMbClSUl73xaEhrx5s89I0OfV78IZI1mtiFhu8/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 Valid Outfit Generator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Valid Outfit Generator owners hand off.

This MCP is built for developers and creators working in the fashion and lifestyle tech space.

  • 01

    Fashion Styling Agents

    They hand off the logic of outfit validation to the MCP to ensure professional advice.

  • 02

    Wardrobe Management Developers

    They use the capability to power the backend logic of digital closet applications.

  • 03

    AI Agent Builders

    They integrate this to add specific domain constraints to general-purpose agents.

FAQ

Questions Valid Outfit Generator owners ask.

  • 01

    How does the formality rule work?

    The engine enforces 'Formality Consistency', which means it prevents formal items from being paired with casual items.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.

  • 03

    What happens if I mix formal and casual items?

    The capability will identify the combination as invalid and return a result showing that the rules were not met.

  • 04

    Do I need to host the logic myself?

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

  • 05

    Can the agent suggest specific outfits?

    Yes, by using the get_outfit_samples capability, the agent can retrieve specific valid combinations.

  • 06

    What is Formality Consistency?

    It is a rule that prevents mixing items with 'formal' and 'casual' tags in the same outfit.

  • 07

    Which categories are required for an outfit?

    Every valid outfit must include at least one top, one bottom, and one pair of shoes.

  • 08

    Can I include layers in my calculation?

    Yes, you can optionally provide a 'layers' array. Any items added must also follow the formality consistency rule.

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