This narrative review synthesizes literature on CD10 (neprilysin), a cell-surface metalloprotease implicated in cardiovascular, oncologic, neurodegenerative, metabolic, and pain-related conditions, along with the current state of CD10 inhibitor development. The review finds that despite broad preclinical interest, clinical studies of CD10 inhibitors remain exceedingly rare and no successful drugs have reached the marketplace.