Enzyme Motif Miner is a fast and scalable python tool to identify catalytic sites in protein structures. It comes with a library of known arrangements of (partial) catalytic sites called templates derived from the Mechanism and Catalytic Site Atlas. Results are fully knowledge based and traceable.