The utility model relates to the technical field of egg packaging, in particular to a rapid loading and taking device which comprises a box body and an ejection structure, the interior of the box body is hollow and used for loading objects to be loaded, the top of the box body is open, a through hole is formed in a bottom plate of the box body, and the through hole penetrates through the bottom plate; the ejection structure comprises a bottom frame and an ejection rod erected on the bottom frame, the bottom frame is used for bearing the box body, the ejection rod extends in the vertical direction, and the ejection rod can penetrate through a through hole in the box body located on the bottom frame to stretch into the box body. The problem that due to the fact that the gap between the to-be-borne object and the inner wall of the box body is small, the difficulty is large when the to-be-borne object is loaded and taken by the box body can be solved through the ejection structure, meanwhile, the multiple to-be-borne objects can be loaded and taken at a time through the ejection rod, and then the loading and taking efficiency of the to-be-borne object can be improved.