In Part 1, we introduced the challenge of logging in to MCP’s STDIO communication and outline three powerful techniques to solve it. Now, let’s mess up your hands. This section provides a full, practical walkthrough, which shows how to implement these concepts by creating a custom client to build a spring AI -based MCP server, the formation of a Gut Hub Coalt client, and even show the full power of the protocol.

Example of copilot conversation

Example of copilot conversation

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