# AI Red-Teaming Cost Structure AI Agent Connect

> Quantify the financial investment and ROI of AI red-teaming engagements.

## Overview
- **Category:** security
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_CPT6tN3fkbDivVPnFRb2OsK67hEXXUUAYEPsB0rW/ai-agent-connect
- **Tags:** red-teaming, ai-security, roi, risk-management, cybersecurity

## Description

This MCP server provides specialized economic modeling for AI security testing. It allows AI agents to calculate the total financial outlay of red-teaming exercises using `calculate_total_engagement_cost`, determine efficiency via `calculate_discovery_metrics`, estimate the cost of fixing flaws with `estimate_remediation_impact`, and evaluate risk-avoidance value through `calculate_redteaming_roi`. It bridges the gap between security discovery and financial decision-making.

## Tools

### estimate_remediation_impact
Calculates the total cost required to fix all discovered issues

### calculate_discovery_metrics
Calculates how efficiently the team is finding vulnerabilities

### calculate_redteaming_roi
Evaluates the economic value of the red-teaming exercise

### calculate_total_engagement_cost
Determines the total financial outlay for a red-teaming exercise

## Prompt Examples

**Prompt:** 
```
What is the total cost if we spend $50,000 on contractors and $20,000 on internal staff?
```

**Response:** 
```
The total engagement cost is $70,000.
```

**Prompt:** 
```
We found 10 vulnerabilities in 40 hours of testing with a $50,000 investment. What is our cost per vulnerability?
```

**Response:** 
```
The cost per vulnerability is $5,000.
```

**Prompt:** 
```
If we spent $10,000 on red-teaming and prevented $50,000 in potential breach costs, what is our ROI?
```

**Response:** 
```
The ROI is 400% with a net value of $40,000.
```

## Frequently Asked Questions

**What does this tool calculate?**
It calculates total engagement costs, vulnerability discovery efficiency, remediation expenses, and the economic ROI of red-teaming efforts.

**How is ROI determined?**
ROI is calculated by comparing the estimated risk-avoidance value (the cost of prevented breaches) against the total cost of the red-teaming engagement.

**Can I use this with Claude Desktop?**
Yes, this MCP server can be connected to Claude Desktop, Cursor, VS Code, Windsurf, and any other MCP-compatible client via Vinkius Edge.