Resistance to conventional antibiotics has raised worldwide attention. Notably, Methicillin‐resistant Staphylococcus aureus (MRSA) has become one of the most life‐threatening health concerns. Although effective against bacterial infections, conventional antibiotics have also showed a series of side effects such as gut microbiota imbalance. An alternative is in urgent need in order to combat bacterial infections. Antivirulence represents a new approach to circumvent these shortcomings, which focuses on disarming the “weapons” for pathogenicity without much selective pressure on bacterial survival. In this review, we place emphasis on the chemical modulation of biosynthesis, assembly, function and the regulation of some major virulence factors in S. aureus, which we hope will help the development of antivirulence modulators.