In the absence of effective medications for COVID-19, there is an urgent need to identify drugs that can combat this ongoing pandemic. This task can be accomplished most rapidly by repurposing the existing medications. Biomedical knowledge graphs such as Reasoning Over Biomedical Objects linked in Knowledge Oriented Pathways (ROBOKOP) (Bizon et al., 2019) provide an efficient way to identify potential candidate drugs by making inferences on the relationships between knowledge graph nodes. We have merged the ROBOKOP knowledge graph with the new supply of COVID-19-related information from recent publications and other knowledge sources to form COVID-KOP.