Ilija Vukotic presents how AI agents and the Model Context Protocol (MCP) can help HTCondor administrators monitor systems, troubleshoot issues, and automate routine operations. The talk explores a secure, human-in-the-loop approach to integrating AI assistants into large-scale research computing infrastructure.