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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

Type hints and data modeling

Even though Python doesn’t enforce types, it definitely benefits from them. Type hints can make your code more readable and help catch errors early.

Here’s some code without a type hint on adding a product to a basket:

basket = []
def add_product_to_basket(product):
    basket.append(product)

While this code works, it lacks clarity on what type of product is being added to the basket. There’s also a risk that we make a mistake when accessing product attributes. You should therefore consider using type hints.

Improved code with type hints

Type hints greatly help your IDE tooling, making it easier to catch errors and understand code. They also help with readability. Type hints such as str, int, and so on just work without the need to add a library. There’s also the typing library, which brings in additional types such as List and Optional, for example.

The code shown previously can be made a lot more readable...

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