How I built MCP Apps based Sales Analytics Agentic UI & deployed it on Amazon Bedrock AgentCore

TL;DR : Learn how to add interactive forms, charts, visualization & PDF viewer - natively in your AI Agent chat window using MCP Apps. AI Agents are getting smarter with each passing day. But, their interfaces? Not so much. But, what if there is a way to turn the AI chat from a place where you converse into a place where you can actually work? That's where MCP Apps, an extension of Model Context Protocol, comes to our rescue. In my previous article , we explored the foundational building blocks of MCP Apps in detail and witnessed how it provides a way to deliver rich, bidirectional UIs. Through a series of minimal examples, we covered various concepts such as the handshake protocol and host-aware theming, to CSP policies and calling tools from within an iframe. Now, it's time to stitch those pieces together into something real. In this article, we'll walk through a complete, production-style MCP Apps chatflow ( chat + workflow ) and build an interactive sales analytics UI where a user