The 5 Knights of the MCP Apocalypse

Wed, 01 Jul 2026 07:00:01 +0000

Let’s talk about that new MCP (Model Context Protocol) Server your team is using to connect to your real data services. It’s awesome, right? It’s the “magic box” that gives your AI Agent access to the real world—live databases, internal APIs, and all your tools.

But here’s the catch: you don’t own the code.

It’s a vendor product, an open-source project, or another team’s platform. You can’t just change its code when you find a security hole, unless you have the code and recompile it and deploy it.

Building MCP Tools (for AI Agents) using Spring AI

Wed, 07 Jan 2026 07:00:02 +0000

Introduction

The innovation of AI Agents and Agentic AI systems has revolutionized the adoption of Generative AI. Agents empower systems to autonomously achieve goals by performing tasks. Tools are the key building blocks for AI agents that provide them with superior decision-making and implementation capabilities. Model Context Protocol (MCP) protocol has standardized the approach of building tools enabling faster, seamless integration. In this paper, we are going to talk about MCP, the underlying architecture. We will also provide a simple code example of building MCP tools in Java using Spring AI and integrating it with an AI Agent.

MCP Tools on JAVAPRO International

The 5 Knights of the MCP Apocalypse

Building MCP Tools (for AI Agents) using Spring AI

Introduction