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When converting an existing REST API to the Model Context Protocol, what should you consider? What anti-patterns should you avoid to keep an AI agent’s context clean? This week on the show, Kyle Stratis returns to discuss his upcoming book, “AI Agents with MCP”.
Kyle has been busy since he last appeared on the show in 2020. He’s taken his experience working in machine learning startups and started his own consultancy, Stratis Data Labs. He’s been documenting his explorations working with LLMs and MCP on his blog, The Signal Path.
Kyle is also writing a book about building MCP clients, services, and end-to-end agents. We discuss a recent article he wrote about the hazards of using an automated tool to convert a REST API into an MCP server. He shares his personal experiences with building MCP tools and provides additional resources for you to learn more about the topic.
This episode is sponsored by InfluxData.
Spotlight: Python for Beginners: Code With Confidence – Real Python
Learn Programming Fundamentals and Pythonic Coding in Eight Weeks—With a Structured Course
Topics:
Show Links:
Level up your Python skills with our expert-led courses:
Support the podcast & join our community of Pythonistas
By Real Python4.7
138138 ratings
When converting an existing REST API to the Model Context Protocol, what should you consider? What anti-patterns should you avoid to keep an AI agent’s context clean? This week on the show, Kyle Stratis returns to discuss his upcoming book, “AI Agents with MCP”.
Kyle has been busy since he last appeared on the show in 2020. He’s taken his experience working in machine learning startups and started his own consultancy, Stratis Data Labs. He’s been documenting his explorations working with LLMs and MCP on his blog, The Signal Path.
Kyle is also writing a book about building MCP clients, services, and end-to-end agents. We discuss a recent article he wrote about the hazards of using an automated tool to convert a REST API into an MCP server. He shares his personal experiences with building MCP tools and provides additional resources for you to learn more about the topic.
This episode is sponsored by InfluxData.
Spotlight: Python for Beginners: Code With Confidence – Real Python
Learn Programming Fundamentals and Pythonic Coding in Eight Weeks—With a Structured Course
Topics:
Show Links:
Level up your Python skills with our expert-led courses:
Support the podcast & join our community of Pythonistas

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