Abstract


This article explores how to build a multi-agent AI ecosystem using n8n, AWS Bedrock, OpenAI, and MCP servers—all with a no-code approach.




The idea


Each AI agent is designed with its own dedicated model (optimized for its role) and separate memory storage (ensuring context persistence and isolation). By connecting agents to...