Ride-Hail Surge Estimator

Ride-Hail Surge Estimator MCP Connector for Claude

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Predict ride-hailing surge multipliers and total fares based on weather and peak hours.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

This MCP server provides deterministic surge multiplier and fare estimation for ride-hailing services. It calculates price adjustments by analyzing rain intensity, peak commuting windows, and CBD location status. Use estimate_surge_multiplier to get a full breakdown of factors and the final estimated fare, or get_peak_status to check if a specific time falls within high-demand periods.

ride-hailingsurge-pricingfare-estimationweather-impactlogistics

3 tools expose this connector's capabilities to your AI agent.

get_peak_status

estimate_surge_multiplier

validate_environmental_inputs

See how to talk to your AI agent using Ride-Hail Surge Estimator.

What will the total fare be for a 15 SGD base fare if it is raining at 10mm/hr at 18:30 in the CBD?

The rain factor is 0.4, the peak factor is 1.2, and the CBD factor is 1.1. The final multiplier is capped at 2.5, resulting in an estimated total fare of 37.5 SGD.

Is 08:15 considered a peak hour?

Yes, 08:15 is within the morning peak window.

Calculate the surge for a 10 SGD fare with no rain at 12:00 in a non-CBD area.

The final multiplier is 1.0, and the estimated total fare is 10.0 SGD.

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.

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