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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Ride-Hail Surge Estimator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Predict ride-hailing surge multipliers and total fares based on weather and peak hours.

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 Ride-Hail Surge Estimator capability set.

These are the exact actions your AI can choose when you ask it to work with Ride-Hail Surge Estimator.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Ride-Hail Surge Estimator.

  1. 01

    Get peak status

  2. 02

    Estimate surge multiplier

  3. 03

    Validate environmental inputs

Observed, not estimated

811ms average. Fast in production.

Ride-Hail Surge Estimator is checked daily against the live service.

Daily averagePeak 973ms
Aug 21Today
Fastest day
661ms
Slowest day
973ms
14-day trend
Improving-19%

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 Ride-Hail Surge Estimator, so you can see the experience inside your AI.

It does not authenticate your account with Ride-Hail Surge Estimator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Ride-Hail Surge Estimator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_oIGYIHT8jjHe1RAqSdh1em51cXJETFLw5EAUAkz2/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 — Ride-Hail Surge Estimator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ride-hail-surge-estimator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_oIGYIHT8jjHe1RAqSdh1em51cXJETFLw5EAUAkz2/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 Ride-Hail Surge Estimator owners ask.

  • 01

    How is the surge multiplier calculated?

    The multiplier starts at 1.0 and increases based on rain intensity, peak hour timing, and whether the location is in a CBD during peak hours, up to a maximum cap of 2.5.

  • 02

    Can I check if it is currently peak hour?

    Yes, you can use the get_peak_status capability to determine if a specific time falls within the high-demand morning or evening windows.

  • 03

    Does rain affect the price?

    Yes, the estimate_surge_multiplier capability adds a factor of 0.2 for every 5mm/hr of rainfall intensity.

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