The coronavirus disease 2019 (COVID-19) causes a systemic illness that can result in various manifestations. In addition to severe acute respiratory syndrome, patients often exhibit complications unrelated to the respiratory system. Potential liver damage can occur in 14.8 to 53.0% of the affected patients. Liver impairment in COVID-19 can also occur because of the use of polypharmacy during disease management. It is essential to be aware of drug-induced liver injury (DILI) in patients diagnosed with COVID-19, especially when considering the off-label usage of medications in both preventative and therapeutic regimens used on a wide scale. This review aims to give pertinent information regarding drugs utilized thus far in COVID-19 patients and their potential toxicity to the liver. We also present a suggested management approach to DILI in COVID-19 patients and lessons learned from the pharmacological management of this pandemic.