This narrative review summarizes 270 secondary metabolites with antimicrobial activity isolated from marine-sponge-associated microorganisms between 2012 and 2022. The central finding is that these compounds, primarily from fungi, show potential as new antimicrobial agents, with 124 being newly discovered and 55 exhibiting both antibacterial and antifungal activity.