Use Valid Outfit Generator with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Calculate and sample valid clothing combinations based on formality consistency rules.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 3 capabilities
The complete Valid Outfit Generator capability set.
These are the exact actions your AI can choose when you ask it to work with Valid Outfit Generator.
01-03
3 capabilities in this set.
Part of 3 available through Valid Outfit Generator.
- 01
Get outfit samples
Retrieves a limited list of valid clothing combinations for previewing
- 02
Count valid outfits
Calculates the total number of possible clothing combinations that satisfy the formality consistency rule
- 03
Verify outfit consistency
Validates whether a specific, pre-selected group of items adheres to the formality rules
Observed, not estimated
644ms average. Fast in production.
Valid Outfit Generator is checked daily against the live service.
- Fastest day
- 516ms
- Slowest day
- 895ms
- 14-day trend
- Slowing+16%
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.
https://edge.vinkius.com/vk_preview_eouMbClSUl73xaEhrx5s89I0OfV78IZI1mtiFhu8/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 — Valid Outfit Generator capabilities are ready to use.
{
"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
FAQ
Questions Valid Outfit Generator owners ask.
- 01
What is Formality Consistency?
It is a rule that prevents mixing items with 'formal' and 'casual' tags in the same outfit.
- 02
Which categories are required for an outfit?
Every valid outfit must include at least one top, one bottom, and one pair of shoes.
- 03
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.
Explore
More in Lifestyle
Flower Arrangement Calculator AI Connector
Deterministic floral design engine for precise stem counts and mechanical supplies.
ViewSurf Destination Profile Matcher AI Connector
Find your perfect surf spot using deterministic profile matching.
ViewCPF/CNPJ Batch Processor AI Connector
Validate, format, and clean Brazilian CPF and CNPJ identifiers in bulk.
ViewHTML DOM Path Generator AI Connector
Generate robust, deterministic CSS selectors from HTML snippets to prevent brittle web scraping.
View
Suggestions
HTML DOM Path Generator AI Connector
Generate robust, deterministic CSS selectors from HTML snippets to prevent brittle web scraping.
ViewPassword Entropy Calculator AI Connector
Calculate password entropy, identify pattern risks, and verify security policy compliance.
ViewBrand Voice Consistency Checker AI Connector
Audit copy samples against brand voice profiles for linguistic and stylistic alignment.
ViewFunctional Group Identification AI Connector
Identify functional groups, predict reactivity, and analyze chemical interactions.
View
