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Learn Model Context Protocol with Python

Learn Model Context Protocol with Python

By : Christoffer Noring
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Learn Model Context Protocol with Python

Learn Model Context Protocol with Python

4 (1)
By: Christoffer Noring

Overview of this book

Learn Model Context Protocol with Python introduces developers, architects, and AI practitioners to the transformative capabilities of Model Context Protocol (MCP), an emerging protocol designed to standardize, distribute, and scale AI-driven applications. Through the lens of a practical project, the book tackles the modern challenges of resource management, client-server interaction, and deployment at scale. Drawing from Christoffer's expertise as a published author and tutor at the University of Oxford, you’ll explore the components of MCP and how they streamline server and client development. Next, you’ll progress from building robust backends and integrating LLMs into intelligent clients to interacting with servers via tools such as Claude for desktop and Visual Studio Code agents. The chapters help you understand how to describe the capabilities of hosts, clients, and servers, facilitating better interoperability, easier integration, and clearer communication between different components. The book also covers security best practices and building for the cloud, ensuring that you're ready to deploy your MCP-based apps. Each chapter enables you to develop hands-on skills for building and operating MCP-based agentic apps. The Python primer at the end rounds out the practical toolkit, making this book essential for any team building AI-native applications today.
Table of Contents (17 chapters)
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14
Other Books You May Enjoy
15
Index

Resumability

Resumability is a concept that means that, if a client loses connection with a server while data is being transferred, upon reconnecting with the server, it can resume the data exchange where it was, rather than starting from the beginning. For long-running operations, this can be a game-changer. Technically, resumability can be achieved by both SSE and Streamable HTTP, but within the context of the MCP protocol, it’s only supported for Streamable HTTP.

Let’s illustrate it with a diagram:

Figure 5.1 – Resumability

Figure 5.1 – Resumability

As you can see from the preceding diagram, the client doesn’t have to restart from the beginning but can resume where they were. This works because the client, upon reconnecting, sends mcp-session-id and last-event-id headers. It’s important to note that upon disconnecting, the client needs to do so gracefully, so it stores these two headers for later use.

What needs to be done on the server side to support...

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