Amazon-bedrock-agentcore-spring-ai Alternatives

amazon-bedrock-agentcore-spring-ai reviews and mentions

• Building AI Agents with Embabel, Spring AI and Amazon Bedrock AgentCore - Part 4 Upgrade sample application to Embabel 1.5
  2 projects | dev.to | 7 Sep 2026

  In parts 2 and 3, we developed our sample application and interacted with it via the shell and HTTP. We used Embabel version 1.0 there, which targets Spring Boot 3.x / Spring AI 1.x.

• Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 6 Deploy MCP client on AgentCore Runtime using Spring AI AgentCore Starter
  9 projects | dev.to | 22 Jun 2026

  Then, let's briefly cover the IaC part with CDK for Java, which I implemented in the RuntimeWithMCPStack stack. It's completely identical to the IaC that we described in part 5. I wanted to have a separate IaC stack (also including an IAM role and ECR repository) for this Spring AI 2.0 and Spring AI AgentCore application. Also, please comment out the ShortTermMemoryStack and LongTermMemoryStack execution in the CDKApp class. We'll cover those later.

• Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 5 Deploy MCP client for Conference application on AgentCore Runtime
  2 projects | dev.to | 26 May 2026

  We'll reuse the MCP client based on Spring AI that we implemented in parts 3 and 4. But as we need to make some small changes to deploy it on AgentCore Runtime, I created a new spring-ai-1.1-conference-app-agent-bedrock-agentcore-runtime. It consists of the agent and Infrastructure as Code subfolders.

• Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 4 Provide MCP tools for Conference application via AgentCore Gateway
  2 projects | dev.to | 18 May 2026

  For creating, searching, and applying the talks for the conferences, I implemented a small conference-talks-and-applications-demo:

• Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 3 Develop local MCP client for Conference application
  1 project | dev.to | 11 May 2026

  You can find the source code of the MCP client in my spring-ai-1.1-conference-app-agent-local repository.

• Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 2 Deploy Conference Search application on AgentCore Runtime
  2 projects | dev.to | 4 May 2026

  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. You can find the updated version of our application in the spring-ai-1.1-conference-search-app-bedrock-agentcore-runtime-mcp-server repository.

• Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 1 Introduction to the series
  3 projects | dev.to | 27 Apr 2026

  You can already preview some of my examples, where I'll cover the above-mentioned topics in my amazon-bedrock-agentcore-spring-ai GitHub repository.

• Spring AI with Amazon Bedrock - Part 6 Adding AgentCore Observability
  4 projects | dev.to | 2 Apr 2026

  For it, I updated my spring-ai-1.1-agent-demo application from part 5. I now use Java 25, Spring Boot 4.0.5, and Spring AI 1.1.3, though you can update to their recent versions. Spring AI 2.0 is currently not GA, so I'll update to it later.

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  www.saashub.com | 9 Oct 2026

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