How does the drying method affect the prediction?

The `assess_drying_impact` tool accounts for the specific method used--sun, mechanical, or hybrid--to calculate drying rates and contamination risks.

Can I predict the final chocolate grade?

Yes, by using `determine_final_grade` with the predicted cut test score, pH, and flavor precursors, you can classify the batch as premium, standard, or low.

What inputs are needed for chemical prediction?

To use `predict_bean_chemistry`, you need the fermentation duration, initial moisture content, and the drying temperature.

Cocoa Drying Quality Predictor MCP Connector for Claude

A+

Predict cocoa bean quality and grade based on fermentation and drying conditions.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides tools to predict the final quality of cocoa beans by analyzing the interaction between fermentation and drying processes. Use predict_bean_chemistry to determine pH levels and flavor precursors, assess_drying_impact to evaluate how different drying methods affect moisture removal, calculate_cut_test_score to estimate physical quality, and determine_final_grade to classify the cocoa batch into grades like premium or standard.

cocoafermentationdryingquality-predictionagriculture-tech

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_ucpH03g78WhHkXn4WcwPL7rKpfGfwYxpwRfnSpFD/mcp

② Claude Code (terminal)

claude mcp add --transport http cocoa-drying-quality-predictor https://edge.vinkius.com/vk_preview_ucpH03g78WhHkXn4WcwPL7rKpfGfwYxpwRfnSpFD/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "cocoa-drying-quality-predictor": {
      "url": "https://edge.vinkius.com/vk_preview_ucpH03g78WhHkXn4WcwPL7rKpfGfwYxpwRfnSpFD/mcp"
    }
  }
}

Get full access on Vinkius

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