A novel coronavirus (2019-nCoV), officially known as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), emerged in China. Despite drastic strict measures, the spread of this virus is ongoing all around the world. SARS-CoV-2 is an agent of coronavirus disease 2019 (COVID-19) characterized by pulmonary infection in humans. There is no vaccine developed against this virus and no approved medication to be used in a treatment yet. In this study, we performed in silico screening against two critical enzymes, 3C-like protease (3CL pro ) and viral RNA-dependent RNA polymerase (RdRp), which play important roles in the SARS-CoV-2 life cycle. During the screening, 3948 drugs approved by the U.S. Food and Drug Administration (FDA) to target the active site of 3CL pro and nsp8 binding sites of RdRp and, in turn, disturb SARS-CoV-2 life cycle in host cell. As a result, several drugs with high binding affinity to both SARS-Cov-2 3CL pro and RdRp targets were identified. While drugs such as tetracycline and its derivatives, dihydroergotamine, ergotamine, dutasteride, nelfinavir, paliperidone, and conivaptan were identified to bind SARS-Cov-2 3CL pro ; tipranavir, nelfinavir, dihydroergotamine, conivaptan, dutasterid and eltrombopag were found to bind nsp8 binding site of RdRp. Notably, further analysis of the results showed that ergotamine, dihydroergotamine, conivaptan, paliperidone, and tipranavir can bind to both enzymes with high affinity. Since these drugs are well tolerated, costeffective and widely used, our study suggested that tetracycline and its derivatives, dutasteride, ergotamine, bromocriptine, tipranavir, conivaptan, paliperidone, eltrombopag drugs have the potential to be used alone or in combination as adjuvant for the treatment of SARS-CoV-2 infected patients.