About OpenShopFloor
An open platform for AI agent development in manufacturing.
The Vision
Manufacturing generates enormous amounts of data — OEE metrics, quality measurements, material flows, energy consumption, maintenance logs. But building AI agents to work with this data requires access to a real factory environment.
OpenShopFloor provides exactly that: a live, realistic factory simulation with 91 MCP tools covering every domain from production to quality to logistics. Build agents, test them against real data patterns, and see results immediately.
The Factory
CNC Machines
Milling and turning centers with realistic cycle times, tool wear, and OEE data.
Injection Molding
SGM machines with 97 process parameters, cavity balance, and SPC monitoring.
Assembly Lines
Multi-station assembly with pre-assembly cells, buffer management, and test field.
Full ERP
Work orders, BOM, stock, purchases, customer orders, MRP planning — like SAP.
Built by
Tobias Lante
Manufacturing AI engineer. Building at the intersection of factory operations and artificial intelligence. Founder of ZeroGuess.ai and factory-intelligence.de.