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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Singapore Kopi Decoder with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Translates Singaporean coffee shorthand and calculates nutritional data.

Included with plan

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Singapore Kopi Decoder capability set.

These are the exact actions your AI can choose when you ask it to work with Singapore Kopi Decoder.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Singapore Kopi Decoder.

  1. 01

    Calculate nutrition

    Estimates the nutritional impact of the specific drink order

  2. 02

    Translate order

    Translates colloquial Kopi/Teh shorthand into a standardized English description and validates the logic of the request

  3. 03

    Validate order consistency

    A specialized check to ensure the user hasn't provided a contradictory or physically impossible order

Observed, not estimated

782ms average. Fast in production.

Singapore Kopi Decoder is checked daily against the live service.

Daily averagePeak 1094ms
Aug 21Today
Fastest day
633ms
Slowest day
1094ms
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 Singapore Kopi Decoder, so you can see the experience inside your AI.

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

Singapore Kopi Decoder Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_i69tFGldxDktLZ6PtzNnPyy2QuincKJTNmXOu0Fn/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 — Singapore Kopi Decoder capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "singapore-kopi-decoder-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_i69tFGldxDktLZ6PtzNnPyy2QuincKJTNmXOu0Fn/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 Singapore Kopi Decoder owners ask.

  • 01

    What does 'C' mean in a Kopi order?

    'C' indicates that the drink uses evaporated milk instead of the traditional condensed milk.

  • 02

    How are calories calculated?

    Calories are estimated using the calculate_nutrition capability, which applies fixed local health standards to the base liquid and selected modifiers.

  • 03

    Can I check if my order is valid?

    Yes, you can use the validate_order_consistency capability to ensure you haven't requested conflicting modifiers, such as 'Kosong' and 'Siew Dai' together.

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