Model Context Protocol (MCP) servers can be integrated with Ansible Automation Platform (AAP) to enhance AI-driven network operations. By enabling natural language interaction with real-time network data, MCP augments large language models (LLMs) with contextual awareness, reducing technical debt and improving operational efficiency. A practical firewall use case illustrates the transformative potential of MCP in enterprise automation.