MCP Usage Metering: Track Agent Tool Calls Without Billing Surprises

AI agents can turn a single user request into dozens of tool calls, retries, and background work, making fair billing tricky. This guide presents a five-layer metering architecture that captures, classifies, deduplicates, aggregates, and exposes usage data. The goal is to avoid mystery billing by providing clear receipts that explain which calls were billable and why.