Here, we describe a simple, behaviour-based approach to identify in vivo novel psycho-active molecules in zebrafish embryos. Using an automated behaviour recording system, we have developed a protocol that makes it possible to distil drug-induced behaviour changes into a series of quantifiable parameters, which allow inferring the psycho-activity of tested molecules.