UC San Diego Product Management Certificate — AI-Powered PM Training
The Private Equity Associate Certification
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Learn how to connect AI to your HomeLab, DevOps workflows, and external tools using the Model Context Protocol (MCP) in this comprehensive 19-minute tutorial. Discover how to overcome AI limitations by providing context and connectivity to your infrastructure through practical demonstrations with GitHub, Cloudflare, n8n, and other tools. Explore the fundamentals of MCP, understand how it works, and find available MCP servers for your specific needs. Master the configuration process for MCP servers and learn about different execution modes to optimize your setup. Follow along with real-world use cases including GitHub integration for repository management and n8n workflow automation. Gain insights into transforming "dumb" AI into a powerful assistant that can interact with your actual systems and data, making it more useful for DevOps and homelab management tasks.
Syllabus
00:00 Introduction
02:36 The DUMB AI and how to fix it
05:31 What is MCP and how does it work
07:35 Where to find MCP Servers?
09:35 How to configure MCP Servers?
11:07 MCP Server Execution Modes
13:35 GitHub MCP Use-Case
15:38 N8N MCP Use-Case
18:22 Final thoughts
Taught by
Christian Lempa