MCP For Claude Marketplace
AI SaaS Unit Economics Engine

AI SaaS Unit Economics Engine MCP Connector for Claude

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Calculate LTV, LTV:CAC, and AI cost impact for AI-driven SaaS models.

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

This MCP server provides specialized financial modeling for AI-driven SaaS businesses. It treats AI inference as a primary variable cost, allowing for precise Lifetime Value (LTV) calculations. Use calculate_ltv_metrics to get a full snapshot of unit economics, simulate_ai_cost_sensitivity to model how changing model costs affect profitability, get_retention_scenarios to visualize churn impact, and validate_unit_economics_health to check if your metrics meet industry standards.

ltvcacai-costsunit-economicssaas-metrics

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

calculate_ltv_metrics

Provides a complete snapshot of LTV, including the LTV:CAC ratio and the specific impact of AI costs

get_retention_scenarios

Helps users understand how different retention levels impact the business viability

simulate_ai_cost_sensitivity

Answers how changes in AI model efficiency or usage intensity affect the overall LTV

validate_unit_economics_health

Answers whether the current unit economics are "healthy" based on industry standards

See how to talk to your AI agent using AI SaaS Unit Economics Engine.

Calculate my LTV metrics for an ARPU of $50, 70% margin, 95% retention, $5 AI cost, 2% expansion, and $150 CAC.

Your calculated LTV is $1,150.00, resulting in an LTV:CAC ratio of 7.67. The AI cost impact on your LTV is $150.00.

What happens to my LTV if my AI inference costs increase by 20%?

A 20% increase in AI costs reduces your baseline LTV from $1,150.00 to $1,020.00, a delta of -$130.00.

Is my unit economics healthy? LTV is $500, CAC is $200, and payback is 8 months.

Your unit economics are healthy. The LTV:CAC ratio is 2.5, and your payback period is within the excellent range.

Unlike traditional models, this engine explicitly accounts for variable AI inference costs as a core component of COGS, directly impacting the gross margin and LTV.

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