# Model the True Cost of AI Compute. AI Agent Connect

> AI Carbon Footprint Economics calculates the environmental and financial impact of your AI compute operations. This MCP lets your agent determine the direct carbon and financial cost of running models, evaluate compliance, and plan for carbon neutrality. You can use it to predict savings based on energy source changes or calculate the total offset budget needed for any planned project. It gives you the numbers needed for accurate ESG reporting.

## Overview
- **Category:** sustainability
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_UeHrqtpiMd8ZjFVjDlNioWy8FsW8T8Yc04tV9qWz/ai-agent-connect
- **Tags:** carbon, esg, ai-compute, emissions, offset

## Description

You need to know the true cost of running AI. This MCP calculates the carbon footprint and financial impact of your compute operations, giving you a full picture of your environmental and financial obligations. Your agent can determine the direct carbon and financial cost of a single inference or a batch of compute. Need to prove compliance? You can evaluate a high-level sustainability score for any AI operation. Want to plan for the future? Predict savings by analyzing how changing the energy mix affects your total carbon cost. Finally, you can estimate the total financial budget required to reach carbon neutrality for a project. This MCP provides the hard data needed for accurate ESG reporting and operational planning.

## Tools

### calculate_inference_carbon_impact
Determines the direct carbon and financial cost of a single AI inference or a specific batch of compute

### estimate_offset_budget
Provides the total financial budget needed to reach carbon neutrality for a planned project

### evaluate_sustainability_score
Calculates a high-level sustainability rating for an AI operation

### analyze_energy_mix_impact
Predicts how changing the energy source will affect the total carbon cost

## Prompt Examples

**Prompt:** 
```
What is the carbon impact of running a task for 5 hours with 2kW energy draw and 400 kgCO2e/kWh intensity at $50 per ton?
```

**Response:** 
```
The total carbon emitted is 4,000 kgCO2e, resulting in a total offset requirement of $200.00.
```

**Prompt:** 
```
If I have 500 kg of carbon emitted and a 0.8 renewable energy ratio, is my sustainability score compliant with a 0.7 threshold?
```

**Response:** 
```
Yes, your sustainability score meets the required threshold.
```

**Prompt:** 
```
How much can I save by switching from a 500 kgCO2e/kWh grid to a 50 kgCO2e/kWh grid for 1000 kWh of consumption?
```

**Response:** 
```
Switching energy sources will result in a carbon reduction of 450,000 kgCO2e and significant cost savings.
```

## Frequently Asked Questions

**How does this tool calculate carbon costs?**
The tool calculates emissions by multiplying compute hours, energy intensity, and carbon intensity, then applies the market price for carbon offsets.

**Can I use this to check ESG compliance?**
Yes, by using `evaluate_sustainability_score`, you can compare your operation's sustainability rating against specific regulatory thresholds.

**How do I estimate the budget for carbon neutrality?**
You can use `estimate_offset_budget` to project the total financial requirement and carbon tonnage needed for a planned project.