AWS Marketplace launches an AI agent skill for usage-based metering integration

<p>AWS announces the general availability of the AWS Marketplace metering agent skill, an AI-guided experience that helps sellers build, deploy, and validate a usage-based (pay-as-you-go) SaaS metering integration from within their AI coding assistant. The skill guides sellers through the complete integration journey — gathering their product type, pricing model, and usage dimensions; recommending the correct metering API; generating integration code and a customized AWS CloudFormation stack tailored to their configuration; and running an end-to-end test against AWS Marketplace before any production code ships.</p> <p>Previously, sellers integrating metering navigated documentation, workshops, and trial-and-error API calls, where common mistakes such as mismatched dimension names or invalid timestamps create billing gaps discovered days later. The metering agent skill cross-validates dimensions against the seller's actual product configuration, applies built-in guardrails, deploys a serverless metering pipeline (using ResolveCustomer API, BatchMeterUsage API, and Amazon EventBridge for subscription events), and verifies the integration with a live test. It also supports <a href="https://aws.amazon.com/blogs/awsmarketplace/complete-guide-to-upgrading-your-saas-product-to-aws-marketplace-concurrent-agreements/">Concurrent Agreements</a> and helps existing sellers inspect, debug, and analyze their metering records.</p> <p>The skill is available through the <a href="https://docs.aws.amazon.com/agent-toolkit/latest/userguide/getting-started-aws-mcp-server.html"><u>AWS MCP Server</u></a>&nbsp;in any AI coding assistant that supports MCP, including Amazon Q Developer, Kiro, and other MCP-compatible clients, with no plugin installation required.</p> <p>To get started, visit&nbsp;<a href="https://docs.aws.amazon.com/marketplace/latest/userguide/metering-for-usage.html#configure-application-for-meter-usage">Configuring metering for usage with SaaS subscriptions</a>.</p>