How Python Devs Can Build AI Agents Using MCP, Kafka, and Flink

Python developers can build production-ready AI agents using Model Context Protocol (MCP), Apache Kafka, and Apache Flink. By extending familiar FastAPI microservices with FastMCP tools and event-driven architectures, teams can orchestrate real-time, trustworthy AI workflows without redesigning their stack—turning streaming data into intelligent insights.