Introduction to the series I've already started the article series Spring AI with Amazon Bedrock , where I've published articles to : Introduce to Spring AI and the sample application to search for technical conferences. Explore Spring AI MCP Server with STDIO protocol . Explore Spring AI MCP Server with SSE protocol . Explore Spring AI MCP Server with Streamable HTTP protocol . Explore Amazon Bedrock AgentCore with Spring AI . Here, I used another sample application, which I implemented in Python with the Strands Agents framework and ported the parts of it to Spring AI. I deployed the application on the AgentCore Runtime. The application also used Spring AI MCP Client to talk to the AgentCore Gateway. It acts as the managed MCP server to expose the functionality provided by another application as MCP-compatible tools. This application stores and retrieves orders, which I implemented with API Gateway, Lambda, and Aurora DSQL.…