MCP For Claude Marketplace
Startup Revenue & Productivity Analyzer

Startup Revenue & Productivity Analyzer MCP Connector for Claude

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

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

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.

startupproductivityrevenuefteworkforce

4 tools expose this connector's capabilities to your AI agent.

get_efficiency_benchmarks

Retrieves industry-standard revenue-per-FTE thresholds

get_workforce_productivity

Calculates core productivity metrics for a startup

get_departmental_efficiency

Analyzes revenue support by functional departments

analyze_contractor_reliance

Evaluates risk and operational profile of contractor usage

See how to talk to your AI agent using Startup Revenue & Productivity Analyzer.

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.

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.

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

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

What are the target revenue per FTE benchmarks for a Series A company?

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.

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.

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