In this study, we found that JUB, EPA, and FRS exhibited potent anti-melanogenic activity in both B16F10 melanoma cells and zebrafish larvae by inhibiting tyrosinase activity and downregulating the melanin-producing cell signaling pathway. This evidence concerns the gene TYR and melanoma.