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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Coffee Fermentation Optimizer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Optimizes coffee cherry fermentation parameters to maximize cup quality.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Coffee Fermentation Optimizer capability set.

These are the exact actions your AI can choose when you ask it to work with Coffee Fermentation Optimizer.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Coffee Fermentation Optimizer.

  1. 01

    Calculate optimal fermentation

    Determines the ideal duration and conditions to reach a target flavor profile

  2. 02

    Estimate water usage

    Calculates the volume of water required for the fermentation process

  3. 03

    Predict quality and risk

    Evaluates the likelihood of achieving high quality and the risk of producing defective coffee

Observed, not estimated

754ms average. Fast in production.

Coffee Fermentation Optimizer is checked daily against the live service.

Daily averagePeak 1073ms
Aug 25Today
Fastest day
664ms
Slowest day
1073ms
14-day trend
Slowing+19%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Coffee Fermentation Optimizer, so you can see the experience inside your AI.

It does not authenticate your account with Coffee Fermentation Optimizer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Coffee Fermentation Optimizer Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_jkVlFwLvf2kJ6Bf6WPEN81hc4G7zjsVXupGBLvRz/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Coffee Fermentation Optimizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "coffee-fermentation-optimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_jkVlFwLvf2kJ6Bf6WPEN81hc4G7zjsVXupGBLvRz/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Coffee Fermentation Optimizer owners ask.

  • 01

    How does this capability help with coffee quality?

    It uses predict_quality_and_risk to assess the expected cup quality score and the probability of defects based on temperature and duration.

  • 02

    Which fermentation methods are supported?

    The server supports washed, honey, and natural fermentation processes.

  • 03

    Can I estimate water needs for my washed process?

    Yes, you can use estimate_water_usage to calculate the total liters required based on cherry weight and the water-to-pulp ratio.

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