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Overview
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Learn to integrate AI agents with real-world data through a hands-on workshop that transforms basic REST APIs into powerful tools using Model Context Protocol (MCP). Build your first MCP wrapper to create functional bridges between web APIs and AI agents, moving beyond static responses to dynamic, data-driven interactions. Follow along as the instructor demonstrates MCP's API capabilities, guides you through constructing an MCP wrapper step-by-step, and showcases live demonstrations of AI agents utilizing real API data. Participate in this 45-minute coding session with Python installed on your laptop, where you'll write code alongside the presentation while having access to sample code as backup. Benefit from basic Python programming skills and REST API knowledge, though fundamental understanding of loops and API endpoints provides sufficient preparation for this practical learning experience.
Syllabus
Stop RESTing -- Wake up your AI with MCP
Taught by
MLOps World: Machine Learning in Production