Amazon OpenSearch Service now integrates with the Agent Toolkit for AWS , enabling you to build, manage, and query OpenSearch Service domains and OpenSearch Serverless collections directly from AI coding agents such as Claude Code, Kiro, and Cursor. The integration is powered by the AWS MCP (Model Context Protocol) server, which executes AWS API calls on your behalf, paired with the curated amazon-opensearch-service skill that automatically routes natural-language requests to the right capability. With this skill, you can describe a goal in plain language and the agent handles the rest across