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Explore MCP—Model Context Protocol—the latest breakthrough in AI for network engineers and automation professionals. Discover how MCP works as a “USB port” for large language models (LLMs), making it easy to connect your APIs and tools directly to your models without retraining or relying on RAG as a service. In this episode, Kareem demonstrates how to set up an MCP server using Cisco’s OpenAPI specs. You’ll learn: How to give your LLM access to API endpoints on demand. Simple steps to set up secure, role-based agentic operations for your network. How to manage access with route maps for different personas (NOC vs. CIS admin). Automating network tasks like firmware compliance checks with minimal coding. See how MCP acts as a wrapper over your APIs, enabling quick integration using tools like Fast MCP and OpenAPI specs from developer.cisco.com. This episode includes a live demo, practical tips, and best practices for network automation. Timestamps: 00:00 - What is MCP (Model Context Protocol)? 01:14 - Why MCP matters for network engineers and automation 02:40 - Using OpenAPI specs to set up MCP servers 05:56 - API access control and agentic ops use cases 08:44 - Live demo: Exposing Cisco Moroi API endpoints to LLMs 12:56 - Role-based access and automation with route maps 15:02 - Human-in-the-loop and responsible AI practices 17:20 - Automating network compliance with MCP Read more from Kareem Iskander: https://blogs.cisco.com/author/kareem... ✨ Subscribe for more tech videos! @CiscoUtube ✨ Create a Cisco U. Free Account: http://cs.co/9001OQtCx #MCP #ModelContextProtocol #NetworkAutomation #AI #LLM #Cisco #OpenAPI #AgenticOps