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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

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

Building and Testing Servers

In this chapter, we will cover the basics of building and testing servers. We will start with a simple server that uses the STDIO transport. The STDIO transport is a simple way to communicate with the server using standard input and output streams. Building STDIO servers is a great way to get started with the Model Context Protocol (MCP) and understand how it works. It should also be added that the STDIO transport is the most common way to communicate with the server, and it’s meant for servers running on your machine.

As part of the chapter, we will also cover different ways of testing the server. It’s important that what we build works as expected. We will cover different tools that can be used visually, in the CLI, and in code.

In this chapter, you will learn how to do the following:

  • Build a simple server using the STDIO transport
  • Describe the core concepts of the server
  • Test the server using different tools...
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Learn Model Context Protocol with Python
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