MCP For Claude Marketplace
AI Infrastructure GPU Economics

AI Infrastructure GPU Economics MCP Connector for Claude

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Calculate GPU profitability, payback periods, and break-even utilization.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner
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This MCP server provides financial modeling tools for AI infrastructure providers. It connects AI agents to economic models that calculate revenue per GPU, payback periods, and utilization break-even points. Use get_gpu_revenue_metrics to estimate fleet profitability, calculate_payback_period to find investment recovery timelines, find_breakeven_utilization to determine minimum operational requirements, and analyze_obsolescence_risk to assess the impact of rapid hardware advancement on ROI.

gpuroiinfrastructureeconomicsai-hardware

4 tools expose this connector's capabilities to your AI agent.

calculate_payback_period

Calculates the number of months required to recover initial investment

analyze_obsolescence_risk

Analyzes how rapid hardware advancement affects ROI

find_breakeven_utilization

Calculates the minimum utilization required to avoid losing money

get_gpu_revenue_metrics

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

See how to talk to your AI agent using AI Infrastructure GPU Economics.

How much total revenue can I expect from 10 GPUs costing $30,000 each, with $50/hour revenue and 80% utilization?

With 10 GPUs at 80% utilization, your total annual revenue is $3,504,000.

What is the payback period for a single $40,000 GPU earning $15/hour with 70% utilization, $0.12/kWh power cost, and 0.4kW draw?

The payback period for this GPU is approximately 38 months.

What is the break-even utilization for a $25,000 GPU that earns $10/hour, with $0.15/kWh power cost and 0.35kW draw, over a 36-month lifespan?

The minimum utilization rate required to avoid losing money is 28.5%.

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

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