Stony coral tissue loss disease (SCTLD) has been causing significant whole colony mortality on reefs throughout the Caribbean since 2014. The etiology of SCTLD remains poorly understood. Here, we perform a meta-analysis of published SCTLD microbiome studies to identify consistent microbial signatures associated with diseased tissue and to evaluate potential causative agents.