MCP For Claude Marketplace
Infra Marginal Cost Analyzer

Infra Marginal Cost Analyzer MCP Connector for Claude

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Calculates unit costs and capacity risks for new customer acquisition.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner
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This MCP server provides specialized financial analysis for infrastructure scaling. It allows AI agents to determine the unit cost of adding new customers by analyzing incremental capital and operational expenditures against available capacity. Use calculate_marginal_costs to find the cost per customer and capacity thresholds, evaluate_capacity_utilization to check remaining headroom, analyze_scale_efficiency to identify economies of scale, and capacity_risk_assessment to evaluate financial risks when approaching capacity limits.

marginal-costcapacity-planningcapexopexeconomics

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

analyze_scale_efficiency

Analyzes if the system is benefiting from scale or facing diminishing returns

calculate_marginal_costs

Calculates the unit cost of adding specific new customers given current resource constraints

capacity_risk_assessment

Assesses the financial risk of adding customers near the capacity limit

evaluate_capacity_utilization

Evaluates how much of the remaining capacity will be consumed by new customers

See how to talk to your AI agent using Infra Marginal Cost Analyzer.

What is the marginal cost if I add 50 customers with $10,000 Capex and $5,000 Opex, given 100 units of headroom?

The marginal cost per customer is $300.00, and the capacity threshold is 100 customers.

How much capacity will 20 new customers consume if I have 50 units of headroom left?

The new customers will consume 40% of the available headroom, leaving 30 units remaining.

Is there a high risk in adding 120 customers when I only have 100 units of headroom and $50,000 Capex required?

Yes, the risk level is High because the number of new customers exceeds the available headroom.

You can use the `calculate_marginal_costs` tool by providing the incremental Capex, incremental Opex, number of new customers, and current capacity headroom.

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