Wine Oxygen Ingress Modeler

Wine Oxygen Ingress Modeler MCP Connector for Claude

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Predictive modeling for oxygen ingress through screw cap liners to assess wine stability.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

This MCP server provides specialized tools for enologists and winemakers to model oxygen ingress through various screw cap liner types. By analyzing liner permeability and storage conditions, users can predict oxygen ingress rates and assess the risk of reductive development. The server includes tools like calculate_ingress_rate to determine daily oxygen entry, assess_reductive_risk to evaluate potential off-odors, predict_evolution_timeline for long-term dissolved oxygen projections, and simulate_storage_impact for a comprehensive end-state analysis of a bottle after storage.

wineoxygenenologymodelingstabilitypermeation

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

calculate_ingress_rate

Determines how much oxygen is entering the bottle per unit of time

assess_reductive_risk

Evaluates if the wine is at risk of developing reductive off-odors due to lack of oxygen

predict_evolution_timeline

Projects the change in dissolved oxygen over a specific duration

simulate_storage_impact

A high-level tool to combine all factors to determine the end-state of a bottle after a period of storage

See how to talk to your AI agent using Wine Oxygen Ingress Modeler.

Calculate the daily oxygen ingress for a Saranex liner with an OTR of 0.5, a surface area of 5, and a temperature of 15 degrees Celsius.

The daily oxygen ingress rate for the Saranex liner under these conditions is 0.0025 mg/L per day.

What is the risk of reductive development if the ingress rate is 0.01 and the wine's reductive capacity is 0.05 with an initial DO of 0.2?

The risk level is High, with a probability score of 0.85, because the ingress rate is significantly lower than the wine's reductive capacity.

Predict the dissolved oxygen evolution over 180 days for a bottle with 0.3 initial DO, 0.02 ingress rate, and 0.5L headspace.

After 180 days, the projected total dissolved oxygen level is 0.372 mg/L.

Predictions are based on physical permeation models using the provided OTR specification and storage temperature. For precise results, ensure the `otrSpecification` matches the specific liner material used.

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