MCP For Claude Marketplace
Grape Press Cycle Optimizer

Grape Press Cycle Optimizer MCP Connector for Claude

A+

Optimize press cycles for juice yield and phenolic quality.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

This MCP server provides advanced winemaking optimization tools. Use calculate_optimal_cycle to generate complete pressing schedules based on equipment type and grape characteristics. You can use predict_fraction_quality to estimate the phenolic and color profile of specific juice portions, or simulate_contact_impact to evaluate how contact time affects bitterness. For comparing equipment performance, use compare_press_methods to evaluate how basket, membrane, or bladder presses handle specific targets.

enologyviticulturejuice-yieldphenolic-extractionpress-optimization

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

predict_fraction_quality

Estimates the quality profile of specific juice portions based on the timing of extraction

simulate_contact_impact

Evaluates how varying the duration of the press affects the final phenolic profile

calculate_optimal_cycle

Determines the complete pressing schedule to achieve specific yield and quality targets

compare_press_methods

Provides a comparison of how different equipment types would handle the same grape and target

See how to talk to your AI agent using Grape Press Cycle Optimizer.

Plan a press cycle for Cabernet Sauvignon using a membrane press with a 70% yield target and a quality target of 0.4.

The optimal cycle for Cabernet Sauvignon using a membrane press involves three pressure stages: 0.5 bar, 1.2 bar, and 1.8 bar, with a total cycle time of 145 minutes. This will achieve a 70% yield with an expected phenolic prediction of 0.38.

What is the quality of the first press fraction for Chardonnay using a basket press at 0.8 bar?

The first fraction for Chardonnay at 0.8 bar pressure via basket press has a juice volume of 450L, a low phenolic content of 0.12, and a light color intensity.

Compare how a bladder press vs a basket press would handle Pinot Noir for a 60% yield.

For Pinot Noir at 60% yield, the bladder press offers a higher quality score of 0.85 compared to the basket press score of 0.72, due to more controlled pressure distribution.

You can use the `calculate_optimal_cycle` tool by providing the press type, grape variety, and your desired yield and quality targets.

Related Connectors

Juice Settling Time Predictor

Juice Settling Time Predictor MCP

4 tools Official

Predict juice settling time and solids accumulation using Stokes' law modeling.

A+ View details →
Wine Sparkling Pressure Calculator

Wine Sparkling Pressure Calculator MCP

4 tools Official

Calculate CO2 pressure, required sugar, and nitrogen dilution for sparkling wine production.

A+ View details →
NEW
Fermentation Batch Calculator

Fermentation Batch Calculator MCP

4 tools Official

Calculate required fermentation batches and production efficiency.

A+ View details →
Wine Ester Production Model

Wine Ester Production Model MCP

4 tools Official

Predict ester formation and aroma profiles during fermentation.

A+ View details →