In this research, network pharmacology and molecular docking analysis revealed that Scutellariae radix primarily regulated the MAPK and NF-κB signaling pathways via active components such as scutellarein and baicalein, and blocked viral spike protein binding to ACE2 receptors to treat COVID-19. Here, NFKB1 is linked to COVID-19.