A lightweight server that enables AI clients to access and analyze real-time data from Gaggiuino espresso machine controllers through a simple HTTP API.
Hosted remote MCP server that gives AI assistants live tools to run jobs on demand and returns a receipt URL for each observed call. Connects via a single URL with no account required on the free tier, supporting optional paid access.
MCP server that archives Decent DE1 espresso shots from Visualizer.coffee into SQLite and provides analysis tools for shots, beans, and profiles via MCP.
Enables archiving and retrieving GaggiMate espresso shot history, managing bean/grind/dose context periods, monitoring machine state and power sessions, and writing profiles and settings through MCP tools.