A brief review of works related to a new and promising direction – magnetic cooling technology based on the magnetocaloric effect (MCE) is presented. The essence of the effect and the main publications related to this area are briefly considered. The materials in which the MCE is observed are reported and the corresponding diagrams of the main publications on the MCE for the last 5 years are presented. The latest results of research by Russian scientists working in this field are presented.