How I built an MCP server that turns Claude into a barista coach — creating Gaggimate profiles, tracking shot feedback, and helping me dial in new beans.
A practical guide to building an MCP (Model Context Protocol) server that integrates Claude with espresso machine operations. The project, called Gaggimate, demonstrates how to create custom agents that manage machine profiles, track shot feedback, and help optimize coffee dialing through Claude’s reasoning capabilities.
How I built an MCP server that turns Claude into a barista coach — creating Gaggimate profiles, tracking shot feedback, and helping me dial in new beans.