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Connect Ethanol Yield Calculator to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Model biofuel yields and carbon footprints instantly.

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

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Ethanol Yield Calculator.

  1. 01

    Get grain yield metrics

    This capability calculates primary ethanol and co-product outputs based on specific grain inputs. Use it to find out exactly what a tonne of feedstock will produce.

  2. 02

    Get plant utilization report

    This capability provides a scaled view of production based on your facility's capacity. It's useful for capacity planning and performance monitoring.

  3. 03

    Calculate energy balance

    This capability evaluates the net energy benefit of the ethanol production process. It determines if the energy output justifies the energy input.

  4. 04

    Estimate ghg intensity

    This capability estimates the carbon footprint of ethanol production relative to gasoline. It helps you quantify the environmental impact of your biofuel.

Real work

What teams actually run

01

Feedstock Comparison

Compare how corn versus sorghum affects your total ethanol yield and co-product mass.

02

Sustainability Reporting

Generate GHG intensity estimates to support carbon reduction claims.

03

Facility Optimization

Use utilization reports to plan how much feedstock is needed to hit specific production targets.

04

Energy Viability Testing

Run energy balance checks to ensure a production process remains net-positive.

One connector, every AI

Ethanol Yield Calculator works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Ethanol Yield Calculator to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

896ms average. Fast in production.

Ethanol Yield Calculator is checked daily against the live service.

Daily averagePeak 1069ms
Oct 8Today
Fastest day
664ms
Slowest day
1069ms
14-day trend
Improving-14%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 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 Ethanol Yield Calculator, so you can see the experience inside your AI.

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

Ethanol Yield Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_z3W5INDr4EfNtdlqS8AFPvkQpg4v3ulp8VtYwKfw/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 — Ethanol Yield Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ethanol-yield-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_z3W5INDr4EfNtdlqS8AFPvkQpg4v3ulp8VtYwKfw/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

Guided setup for Claude? Set up Ethanol Yield Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Ethanol Yield Calculator owners hand off.

This MCP is built for professionals in the biofuel and agricultural sectors who need to run rapid production models.

  • 01

    Biofuel Process Engineer

    Hands off feedstock specs to the AI to get instant yield and energy balance results.

  • 02

    Agricultural Analyst

    Uses the capability to model how different grain types affect ethanol output.

  • 03

    Sustainability Consultant

    Relies on the AI to calculate GHG intensity and carbon footprint reductions.

FAQ

Questions Ethanol Yield Calculator owners ask.

  • 01

    What feedstocks can I model?

    The MCP is designed for grain feedstocks including corn, sorghum, and wheat.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any compatible client like Claude, Cursor, or Windsurf.

  • 03

    Does this calculate carbon footprints?

    Yes, the estimate_ghg_intensity capability calculates the carbon footprint of ethanol relative to gasoline.

  • 04

    How do I get co-product yields?

    You use the get_grain_yield_metrics capability to determine both ethanol and co-product mass like DDGS.

  • 05

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you. You just connect and use it.

  • 06

    Which grain types are supported?

    The server supports corn, sorghum, and wheat for all yield calculations.

  • 07

    How do I calculate the carbon footprint reduction?

    You can use the estimate_ghg_intensity capability, providing the ethanol yield, process emissions factor, and feedstock emissions factor.

  • 08

    Can I model plant capacity?

    Yes, the get_plant_utilization_report capability provides actual annual production and capacity slack based on your facility's parameters.

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