# Startup Revenue & Productivity Analyzer AI Agent Connect

> Calculate revenue per employee, FTE productivity, and contractor reliance metrics.

## Overview
- **Category:** finance
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_0ZElAvg9A8sf5gsIkw4SgAKOElnGrU7sEibGOxsE/ai-agent-connect
- **Tags:** startup, productivity, revenue, fte, workforce

## Description

This MCP server provides specialized analytical tools for startups to evaluate workforce efficiency. It allows AI agents to calculate core productivity metrics using `get_workforce_productivity`, analyze departmental revenue support with `get_departmental_efficiency`, assess operational risk via `analyze_contractor_reliance`, and compare performance against industry standards using `get_efficiency_benchmarks`.

## Tools

### analyze_contractor_reliance
Evaluates risk and operational profile of contractor usage

### get_departmental_efficiency
Analyzes revenue support by functional departments

### get_efficiency_benchmarks
Retrieves industry-standard revenue-per-FTE thresholds

### get_workforce_productivity
Calculates core productivity metrics for a startup

## Prompt Examples

**Prompt:** 
```
Calculate the productivity metrics for a startup with $5,000,000 annual revenue, 20 full-time employees, and 5 contractor FTEs, with a breakdown of Engineering: 10, Sales: 5, and Operations: 10.
```

**Response:** 
```
The startup has a revenue per employee of $200,000 and a revenue per FTE of $200,000. The contractor mix ratio is 0.2, and the efficiency benchmark is High.
```

**Prompt:** 
```
What is the operational risk if I have 10 full-time employees and 15 contractor FTEs?
```

**Response:** 
```
The reliance score is high, resulting in a High operational risk level and an Agile-Outsourced staffing profile.
```

**Prompt:** 
```
What are the target revenue per FTE benchmarks for a Series A company?
```

**Response:** 
```
For a Series A stage, the target revenue per FTE is $1,000,000, with a low threshold of $500,000 and a high threshold of $1,500,000.
```

## Frequently Asked Questions

**What is the difference between revenue per employee and revenue per FTE?**
Revenue per employee uses the total headcount, while revenue per FTE (Full-Time Equivalent) uses a standardized unit that accounts for the workload intensity of both full-time staff and contractors.

**How does this tool help with contractor management?**
You can use `analyze_contractor_reliance` to evaluate the operational risk and staffing profile of your company based on how much you rely on external contractors.

**Can I compare my startup's efficiency to industry standards?**
Yes, the `get_efficiency_benchmarks` tool provides target, low, and high revenue-per-FTE thresholds for different maturity stages like Seed, Series A, and Series B.