In the final session of our Python + AI series, we're diving into the hottest technology of 2025: MCP, Model Context Protocol. This open protocol makes it easy to extend AI agents and chatbots with custom functionality, to make them more powerful and flexible.

We'll show how to use the Python FastMCP SDK to build an MCP server running locally and consume that server from chatbots like GitHub Copilot. Then we'll build our own MCP client to consume the server. Finally, we'll discover how easy it is to point AI agent frameworks like Langgraph and Microsoft agent-framework at MCP servers.

With great power comes great responsibility, so we will briefly discuss the many security risks that come with MCP, both as a user and developer.