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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

Testing the server

There are many tools at your disposal to test the server. Why we test is that we want to ensure that the server is working as expected. The tools we will cover in this chapter are as follows.

Inspector

This is a CLI tool that can present both a UI and a CLI interface. The latter is meant for scripting and automation.

The inspector tool runs a Node.js package with npx, so ensure that you have the Node.js runtime installed. This is also true even if you run the inspector tool via a Python command, as Python wraps a call to the underlying Node.js process.

The UI is meant for manual testing and debugging. In this example command, we run the inspector tool. Ensure that you stand in the same directory as the server file when you run the following commands.

The Python SDK installed an executable mcp that helps run the server:

mcp dev server.py

By running this tool, we can test the server in visual mode. Here’s a screenshot...

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