Building an MCP Server for Your Kafka Cluster7 June 2025·886 words·5 minsKafka MCP FastMCP Python LLM DevOpsA step‑by‑step guide to using FastMCP and the MCP protocol to expose Kafka operations (topic management, produce/consume, troubleshooting) as LLM‑accessible tools.