tRFs are 14 32 base long single stranded RNA derived from mature or precursor tRNA and are distinct from the stress induced tRNA fragments created by cleavage in the anti codon loop. tRFs have been shown to be important for cell cycle progression and for regulating the dynamics of RISC. We report a comprehensive database of tRFs prepared from publicly available high throughput sequencing data of >50 short RNA libraries.