Magnesium (Mg) is a cheap, non-toxic and recyclable alkaline earth metal, which consists about 2% weight in the earth’s crust. The investigation of magnesium catalysts to forge chiral elements in molecules is highly attractive. Based on our works in recent years, we try to describe the current progress in the development of in situ generated magnesium catalysis, as for functioning in asymmetric synthesis. In this perspective, a critically concise classification of in situ generated magnesium catalytic manners, as well as relative examples, the special and representative mechanisms of each categories are selectively discussed. Building on the readily established diverse strategies, one can foresee that more innovative and structure-creative in situ generated magnesium catalysts will be developed to conquer more formidable challenges of catalytic enantioselective reactions.