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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use MRT vs Grab Decision Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. A deterministic decision capability to choose between MRT and ride-hailing in Singapore.

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 MRT vs Grab Decision Engine capability set.

These are the exact actions your AI can choose when you ask it to work with MRT vs Grab Decision Engine.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through MRT vs Grab Decision Engine.

  1. 01

    Calculate commute strategy

    Provide a complete comparison between MRT and Grab/Gojek based on current trip conditions

  2. 02

    Get weather surge multiplier

    Retrieve the specific cost multiplier applied to ride-hailing services based on environmental conditions

  3. 03

    Is peak hour

    Determine if the current time falls within Singapore's standard peak commuting periods

Observed, not estimated

799ms average. Fast in production.

MRT vs Grab Decision Engine is checked daily against the live service.

Daily averagePeak 938ms
Aug 22Today
Fastest day
660ms
Slowest day
938ms
14-day trend
Improving-27%

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 MRT vs Grab Decision Engine, so you can see the experience inside your AI.

It does not authenticate your account with MRT vs Grab Decision Engine. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

MRT vs Grab Decision Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_sTdIRDexT2CrZ7TDvbKdgNwWg43hZgzv0ozhZVie/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 — MRT vs Grab Decision Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "mrt-vs-grab-decision-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_sTdIRDexT2CrZ7TDvbKdgNwWg43hZgzv0ozhZVie/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 MRT vs Grab Decision Engine owners ask.

  • 01

    How does the engine decide between MRT and Grab?

    The engine evaluates if the cost per minute saved by taking a Grab is worth the urgency. If you are in a storm or have high time sensitivity, it recommends Grab. Otherwise, it checks if the extra cost is less than $2 per minute saved.

  • 02

    Does weather affect the Grab cost?

    Yes, you can use get_weather_surge_multiplier to see how much the fare increases. Storms have the highest multiplier, followed by rain.

  • 03

    Can I check if it is currently peak hour?

    Yes, the is_peak_hour capability identifies if the provided 24-hour time falls within Singapore's morning or evening rush hours.

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