MCP For Claude Marketplace
Wine Blending Optimization

Wine Blending Optimization MCP Connector for Claude

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Calculate ideal wine proportions to meet chemical targets and budget constraints.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner
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This MCP server provides advanced mathematical optimization for wine blending. It allows AI agents to calculate the precise proportions of component wines needed to hit specific chemical targets--such as alcohol, pH, and tannins--while strictly adhering to volume and budget constraints. Using tools like find_optimal_blend and simulate_blend_quality, you can determine the most cost-effective mixtures or verify the chemical profile of a proposed blend before production.

wineblendingoptimizationchemistrylinear-programming

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

evaluate_constraint_viability

Determines if it is mathematically possible to meet a set of targets given available wines and a budget

find_optimal_blend

, while staying under a budget. Calculates the best proportions for a wine blend to meet chemical targets within a budget

get_component_summary

Provides a quick overview of available component wines for selection

simulate_blend_quality

Predicts the chemical profile of a specific, user-defined set of wine proportions

See how to talk to your AI agent using Wine Blending Optimization.

Find the best blend for 1000 liters of wine with alcohol between 13% and 14%, with a max budget of 5000.

The optimal blend for 1000 liters requires 450L of Wine A and 550L of Wine B, resulting in 13.5% alcohol at a total cost of 4850.

What will the alcohol content be if I mix 200L of Wine X (12% alcohol) and 300L of Wine Y (15% alcohol)?

The resulting blend will have an alcohol content of 13.8% and a total volume of 500L.

List all available wines that cost less than 5 per liter.

The available wines under 5 per liter are: Wine_001, Wine_004, and Wine_009.

You can use the `find_optimal_blend` tool. Provide the list of available component wines, your target chemical ranges, the desired total volume, and your maximum budget.

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