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Learn Model Context Protocol with Python

Learn Model Context Protocol with Python

By : Christoffer Noring
4.5 (2)
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Learn Model Context Protocol with Python

Learn Model Context Protocol with Python

4.5 (2)
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

SSE concepts

There are some concepts we need to understand before we can start building our server. First off, a server using SSE as transport is a server that can be accessed via HTTP. That means, even if it can run locally, it can also be accessed remotely. The implications of this are that this is a server that we need to expose using a web server.

SSE is a standard for unidirectional communication from server to client over a single, long-lived HTTP connection. It allows servers to push real-time updates to clients without requiring the client to poll for changes. Here are some more details:

  • Protocol: SSE uses standard HTTP with the MIME type text/event-stream
  • Client API: The browser uses the EventSource API to receive events
  • Format: Messages are sent as plain text with fields such as event, data, and id, each terminated by two endlines

It’s typically used for dashboard-like applications where real-time updates are crucial.

In MCP...

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