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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Refinery Optimization Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Optimize refinery throughput, maintenance timing, and inventory levels.

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 · 4 capabilities

The complete Refinery Optimization Engine capability set.

These are the exact actions your AI can choose when you ask it to work with Refinery Optimization Engine.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Refinery Optimization Engine.

  1. 01

    Calculate optimal run rates

    Determines the most efficient throughput levels for a refinery over a specific timeframe

  2. 02

    Evaluate turnaround impact

    Assesses how scheduled maintenance affects the ability to meet market demand and inventory targets

  3. 03

    Optimize inventory strategy

    Calculates the ideal product stock levels required to mitigate risks from maintenance and demand spikes

  4. 04

    Analyze seasonal variations

    Identifies how shifts in product demand throughout the year should influence refinery operating modes

One connector, every AI

Refinery Optimization Engine 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 Refinery Optimization Engine 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.

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 Refinery Optimization Engine, so you can see the experience inside your AI.

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

Refinery Optimization Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_LXbRHRYwaZ1HKt1VWYPxwTScuqYPjI6mdxRDpEY9/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 — Refinery Optimization Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "refinery-utilization-planning-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_LXbRHRYwaZ1HKt1VWYPxwTScuqYPjI6mdxRDpEY9/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? link.label

See all the AI clients this connector works with ↑

FAQ

Questions Refinery Optimization Engine owners ask.

  • 01

    How can I determine the best throughput for my facility?

    You can use the calculate_optimal_run_rates capability to determine the most efficient throughput levels based on your demand forecast and maintenance schedule.

  • 02

    How does the server handle maintenance downtime?

    The evaluate_turnaround_impact capability assesses how scheduled maintenance affects your ability to meet market demand and identifies potential inventory risks.

  • 03

    Can I optimize my safety stock levels?

    Yes, the optimize_inventory_strategy capability calculates ideal product stock levels and safety stock requirements to mitigate risks from demand spikes or maintenance.

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