The need for an effective drug against COVID-19, is, after almost 18 months since the global pandemics outburst, still very high. A very quick and safe approach to counteract COVID-19 is in silico drug repurposing. The SARS-CoV-2 PLpro promotes vi-ral replication and modulates the host immune system, resulting in inhibition of the host antiviral innate immune response, and there-fore is an attractive drug target. In this study, we used a combined in silico virtual screening candidates for SARS-CoV-2 PLpro protease inhibitors. We used the Informational spectrum method applied for Small Molecules for searching the Drugbank database and further followed by molecular docking. After in silico screening of drug space, we identified 44 drugs as potential SARS-CoV-2 PLpro inhibitors that we propose for further experimental testing.