Drug repurposing is emerging as a vital approach for identifying known drugs with potential therapeutic indications for COVID-19 disease. This aims to categorize and develop therapeutics by identifying existing approved drugs from drug libraries that can effectively reduce drug development time, cost and safety risk. In the current study, virtual screening of known drugs has been carried out against 24 proteins of SARS-CoV2 (NSP1-NSP16, envelope, membrane, nucleoprotein, spike, ORF3a, ORF6, ORF7a, ORF8, and ORF9b). A total of 4193 approved drugs were screened against these targets using AutoDock Vina. The drugs were classified into active and inactive molecules based on the threshold value of the docking score and the therapeutic indications of top 10 and bottom 10 drugs were analyzed in detail. From the study, it was observed that most of the active drugs have antiviral, antibacterial, anticancer, pain and central nervous system based therapeutic properties. The inactive compounds mainly fall in the categories of anti-depressive, vitamin deficiency molecules, and also antiseptics properties. Overall, the outcome of this study will help in identifying the groups of drugs or scaffold that may have activity against COVID-19 targets.