# Venture Reference ROI Engine AI Agent Connect

> Quantify the economic impact and ROI of venture capital reference checks.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_TWFtY52wxcLgXqpecqEXwmd3PKcUW88tIVwXzEhM/ai-agent-connect
- **Tags:** roi, venture-capital, risk-management, financial-modeling, due-diligence

## Description

This MCP server provides specialized financial modeling tools to quantify the economic impact of the reference checking process in venture capital due diligence. It helps investors determine the total value of mitigated losses, calculate the ROI per reference call, and identify the optimal number of calls to make before hitting diminishing returns. Use `calculate_reference_value` to determine total economic value, `calculate_roi_per_call` to measure efficiency, and `find_optimal_reference_count` to maximize returns. It also includes `evaluate_signal_reliability` to adjust findings based on source quality.

## Tools

### calculate_roi_per_call
Measures the efficiency of the reference checking process by calculating the return for every unit of effort

### evaluate_signal_reliability
Adjusts the weight of findings based on the quality of the sources used

### find_optimal_reference_count
Identifies the specific number of calls an investor should make to maximize their return

### calculate_reference_value
Determines the total economic value generated by a completed set of reference checks

## Prompt Examples

**Prompt:** 
```
Calculate the total value of 5 reference calls where 2 negative findings were found, with an average loss avoided of $500,000 and a signal strength of 0.8.
```

**Response:** 
```
The total economic value generated is $800,000.
```

**Prompt:** 
```
What is the ROI if I spent $5,000 on 10 calls and generated $50,000 in value?
```

**Response:** 
```
The ROI ratio is 10.0, with a value of $5,000 per call.
```

**Prompt:** 
```
Find the optimal number of calls if the loss avoided is $1,000,000, cost per call is $500, probability of negative finding is 0.2, and signal decay is 0.1.
```

**Response:** 
```
The optimal number of reference calls to conduct is 12.
```

## Frequently Asked Questions

**How does this tool calculate the value of a reference check?**
The `calculate_reference_value` tool calculates value by multiplying the number of negative findings by the average loss avoided, then adjusting that total by the average signal strength of the references.

**What is the optimal number of references to conduct?**
You can use `find_optimal_reference_count` to find the point where the cost of an additional call equals the expected marginal value gained from that call.

**Can I adjust for the quality of my sources?**
Yes, the `evaluate_signal_reliability` tool allows you to adjust the weight of findings based on the source's proximity to the subject and their independence.