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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use AI Infrastructure Economics with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate GPU profitability, payback periods, and break-even utilization.

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 AI Infrastructure Economics capability set.

These are the exact actions your AI can choose when you ask it to work with AI Infrastructure Economics.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through AI Infrastructure Economics.

  1. 01

    Calculate payback period

    Calculates the number of months required to recover initial investment

  2. 02

    Analyze obsolescence risk

    Analyzes how rapid hardware advancement affects ROI

  3. 03

    Find breakeven utilization

    Calculates the minimum utilization required to avoid losing money

  4. 04

    Get gpu revenue metrics

    Calculates total revenue and profit-per-unit for a GPU fleet

One connector, every AI

AI Infrastructure Economics 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 AI Infrastructure Economics 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

880ms average. Fast in production.

AI Infrastructure Economics is checked daily against the live service.

Daily averagePeak 1001ms
Sep 5Today
Fastest day
880ms
Slowest day
1001ms
14-day trend
Improving-12%

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 AI Infrastructure Economics, so you can see the experience inside your AI.

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

AI Infrastructure Economics Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_bs8nrsx1alJqvHF4VtG9oDyP7k8v2vVLHshBsx9e/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 — AI Infrastructure Economics capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ai-infrastructure-gpu-economics-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_bs8nrsx1alJqvHF4VtG9oDyP7k8v2vVLHshBsx9e/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 AI Infrastructure Economics owners ask.

  • 01

    How do I calculate the payback period for my GPU fleet?

    You can use the calculate_payback_period capability. Provide the total number of GPUs, their cost, hourly revenue, utilization rate, power costs, and average power draw.

  • 02

    What is the minimum utilization needed to be profitable?

    Use the find_breakeven_utilization capability. It calculates the specific percentage of time a GPU must be active to cover both depreciation and electricity costs.

  • 03

    Does this model account for hardware becoming obsolete?

    Yes, the analyze_obsolescence_risk capability allows you to factor in a decay multiplier to see how rapid technological advancement affects your ROI.

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