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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Konbini Optimizer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Optimize Japanese convenience store meals to hit specific calorie and protein targets.

Included with plan

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

Complete set · 3 capabilities

The complete Konbini Optimizer capability set.

These are the exact actions your AI can choose when you ask it to work with Konbini Optimizer.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Konbini Optimizer.

  1. 01

    Find optimal meal combo

    Finds the best combination of up to 4 items to meet target calories and protein

  2. 02

    Get item nutrition details

    Get detailed nutritional information for a specific item

  3. 03

    Search available items

    Browse the catalog of available convenience store items

Observed, not estimated

833ms average. Fast in production.

Konbini Optimizer is checked daily against the live service.

Daily averagePeak 944ms
Aug 20Today
Fastest day
630ms
Slowest day
944ms
14-day trend
Slowing+42%

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 Konbini Optimizer, so you can see the experience inside your AI.

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

Konbini Optimizer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_LrT0hA1bAN4o6iXyCY1jx5Idup8P3BBiBQlWP0ie/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 — Konbini Optimizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "konbini-macro-combo-optimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_LrT0hA1bAN4o6iXyCY1jx5Idup8P3BBiBQlWP0ie/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 Konbini Optimizer owners ask.

  • 01

    How many items can be in a meal combo?

    A single meal combo is limited to a maximum of four items to maintain the nature of a single meal or snack.

  • 02

    What happens if a combination doesn't meet my targets?

    The optimizer will still provide the best mathematical match, but it will flag the result if the totals fall outside a 15% tolerance window of your requested calories or protein.

  • 03

    Can I see the full nutrition facts for a specific item?

    Yes, you can use the get_item_nutrition_details capability to retrieve the full macro profile, including calories, protein, carbs, fat, and cost for any item in the catalog.

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