Heparin is used as a classic anticoagulant in clinic. In addition, with the ongoing pandemic and unknown challenges, the mechanism of action of heparin in antiviral and anti-inflammatory aspects has been constantly discovered and clarified. This also provides effective support for the treatment of COVID-19 in specific contexts. Most importantly, heparin may act as a multi-drug.