# Model a Company's True Economic Value. AI Agent Connect

> The Accelerator Economics Engine calculates a company's net economic value by analyzing direct costs against equity, services, network, and brand value. This MCP helps you determine a company's profitability and assess the quality of its economic returns. You can use it to find necessary adjustments to hit specific economic ratios, making it essential for running any advanced accelerator program. Connect your preferred AI client to the Vinkius catalog and start modeling value delivery immediately.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_VERwigbUAiAwq76S2xocarqhMuwF126NkuppVa3q/ai-agent-connect
- **Tags:** economics, accelerator, unit-economics, valuation, optimization

## Description

Running an accelerator program means more than just providing funding. You need to know the actual economic value being created by each participating company. This MCP gives your AI agent the tools to evaluate that net economic value. It analyzes direct costs against all sources of value, including equity, services, network connections, and brand reputation. You can ask it to determine a company's profitability or break down whether the returns are driven by cash or by intangible value. This deep dive into unit economics helps program directors and VCs make smarter decisions about who gets funding and how the program itself can be adjusted to maximize overall returns.

## Tools

### calculate_company_net_economics
Determines the total economic impact and profitability of a single company

### optimize_value_delivery
Suggests adjustments to maximize net economics based on current cost and value inputs

### analyze_cost_composition
Breaks down the ratio of tangible cash costs versus intangible value creation

## Prompt Examples

**Prompt:** 
```
Calculate the net economics for a company with $50,000 direct costs, $200,000 equity value, $30,000 services value, $20,000 network value, and $10,000 brand value.
```

**Response:** 
```
The total value delivered is $260,000, and the net economics is $210,000 with an economic ratio of 5.2.
```

**Prompt:** 
```
Analyze the cost composition for $100,000 direct costs and $150,000 in intangible value.
```

**Response:** 
```
The cost to value ratio is 0.67, the cash to intangible ratio is 0.67, and the return is value-driven.
```

**Prompt:** 
```
Suggest how to optimize economics if I have $80,000 in costs, $100,000 in total value, and I want a target economic ratio of 2.0.
```

**Response:** 
```
To reach a target ratio of 2.0, you need a required value increase of $60,000 or a required cost reduction of $30,000.
```

## Capabilities

### Determine Profitability
The AI uses `calculate_company_net_economics` to find a company's total economic impact and net profitability.

### Assess Cost Quality
The AI runs `analyze_cost_composition` to separate cash costs from intangible value creation.

### Target Ratio Optimization
The AI uses `optimize_value_delivery` to suggest specific adjustments needed to meet a desired economic ratio.

### Value Input Analysis
The AI processes multiple value streams, including equity, services, network, and brand value.

## Use Cases

### Post-Program Review
After a cohort ends, use this MCP to calculate the average net economics across all participating companies to gauge program success.

### Investment Due Diligence
Before investing, run the company's financials through the MCP to determine if its current value inputs justify the valuation.

### Program Improvement
If the program's overall economic ratios are low, use the optimization tool to suggest structural changes to the accelerator curriculum or required inputs.

## Benefits

- It calculates the net economic value by weighing direct costs against equity, services, network, and brand value.
- It provides a clear breakdown of whether a company's return is cash-driven or value-driven.
- It pinpoints the exact value increase or cost reduction needed to hit a specific target economic ratio.

## How It Works

Connect your AI client to the Vinkius catalog. You prompt the agent with a company's financial inputs, and the MCP runs the complex economic models.

1. Connect your preferred AI client (Claude, Cursor, etc.) to the Vinkius catalog.
2. Give your agent a prompt listing the company's costs and value inputs.
3. The agent invokes the appropriate tool, like `calculate_company_net_economics`.
4. The MCP returns a clear, actionable assessment of the company's economic standing.

## Frequently Asked Questions

**What kind of data does this MCP require?**
The MCP requires specific financial inputs, including direct costs, equity value, services value, network value, and brand value. The more detailed the inputs, the more accurate the economic modeling will be.

**Is this for general financial modeling or just accelerators?**
While it handles general economic modeling, it is specifically designed for the complex value delivery metrics found in accelerator and venture capital programs.

**Can I use this to find out what a company's value is?**
Yes. You can use the tools to determine the net economic value and assess the ratio of its total value delivered against its direct costs.

**Does this MCP tell me if the company is profitable?**
It calculates profitability by determining the net economics, giving you a clear number that factors in both cash costs and intangible value.