Geert Baeke • 7/18/2025

Deploying a multi-agent solution with MCP and A2A to Azure Container Apps

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This article provides a detailed walkthrough for deploying a multi-agent AI solution on Azure Container Apps. It covers the architecture involving a conversation agent (built with Chainlit and Semantic Kernel), an MCP tools server, and two A2A servers for RAG and web search functionalities, explaining how these components communicate and are containerized.

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#deployment #mcp #Multi Agent Systems

Deploying a multi-agent solution with MCP and A2A to Azure Container Apps

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