Introduction In the article Introduction to Spring AI , we introduced the sample application to search for conferences. We also exposed its functionality as a set of MCP-compatible tools. In the article Explore Spring AI MCP Server with Streamable HTTP protocol , we ran this application as an MCP-Server locally and connected to it using the MCP Inspector or Amazon Q Developer. Of course, running the application locally is not an enterprise-ready solution. That's why, in this article, we'll explain how to deploy and run our conference search application on the Amazon Bedrock AgentCore Runtime as the MCP server. Adjustments of the conference search application I decided to make some adjustments to the conference search application, which will act as the MCP server by exposing its functionality through tools. Please review the above-mentioned to gain a basic understanding of how to use the Spring AI framework with its rich set of features, including the MCP client and server functionality.…