MCP For Claude Marketplace
AI API Margin Analyzer

AI API Margin Analyzer MCP Connector for Claude

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Analyze profitability and optimal pricing structures for AI API usage tiers.

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

This MCP server provides specialized tools for evaluating the profitability of AI API pricing models. It allows users to calculate margins across different usage tiers, evaluate the impact of commit discounts and overage pricing, and suggest optimal tier structures to maximize profit. Use analyze_tier_margins to find the profitability of specific tiers, or recommend_optimal_structure to find the best configuration for a target margin.

pricingmarginapiprofitabilitytiers

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

analyze_tier_margins

Calculates the individual profitability percentage for each defined pricing tier

calculate_discount_impact

Evaluates how much revenue and margin are sacrificed when applying commit discounts and overage pricing

get_usage_summary

Provides a high-level overview of how usage volume is distributed across the tiers

recommend_optimal_structure

Suggests the best pricing tier thresholds and unit prices to maximize total profit

See how to talk to your AI agent using AI API Margin Analyzer.

What is the margin for my current tiers?

The margin for the Standard Tier is 45%, the Growth Tier is 38%, and the Enterprise Tier is 52%.

Show me a summary of my usage distribution.

Total volume is 1,500 units. The primary tier is the Growth Tier, which accounts for 60% of the total volume.

How much revenue do I lose by offering a 10% commit discount?

The total discount loss is $5,000, resulting in an effective margin reduction of 4.2%.

You can use the `analyze_tier_margins` tool. Provide your pricing tiers, usage distribution, compute costs, and total support cost to receive a detailed breakdown of revenue and profit per tier.

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