Have you ever wanted to give an AI assistant a new ability — like generating images — and have that ability work in any AI tool you use, not just one?
That's exactly what this project does, and the magic ingredient is the Model Context Protocol (MCP). In this article we'll walk through a real, working repo where one small Python server gives image-generation superpowers to three completely different programs:
None of them share a single line of code. Let's see how.
Think of MCP as USB-C for AI tools.
Before USB-C, every device needed its own special cable. Before MCP, every AI app needed its own special plugin format — a ChatGPT plugin didn't work in Claude, a Claude tool didn't work in your Python agent, and so on.
