# AI Infrastructure GPU Economics AI Agent Connect

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

## Overview
- **Category:** infrastructure
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_bs8nrsx1alJqvHF4VtG9oDyP7k8v2vVLHshBsx9e/ai-agent-connect
- **Tags:** gpu, roi, infrastructure, economics, ai-hardware

## Description

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.

## Tools

### 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

## Prompt Examples

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

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

**Prompt:** 
```
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?
```

**Response:** 
```
The payback period for this GPU is approximately 38 months.
```

**Prompt:** 
```
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?
```

**Response:** 
```
The minimum utilization rate required to avoid losing money is 28.5%.
```

## Frequently Asked Questions

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

**What is the minimum utilization needed to be profitable?**
Use the `find_breakeven_utilization` tool. It calculates the specific percentage of time a GPU must be active to cover both depreciation and electricity costs.

**Does this model account for hardware becoming obsolete?**
Yes, the `analyze_obsolescence_risk` tool allows you to factor in a decay multiplier to see how rapid technological advancement affects your ROI.