The potential of harnessing tRNAs to treat genetic diseases has recently gained significant attention. Here, Coller and Ignatova provide an overview of the history and potential applications of tRNA-based therapies, summarize advances in tRNA cargo design and delivery strategies, and assess the challenges encountered in establishing tRNAs as effective and safe therapeutics.