PRMT6 is a member of the protein arginine methyltransferase family, which is involved in a variety of physiological processes and plays an important role in the occurrence and development of tumors. Due to the high homology of type Ⅰ PRMTs and the two close binding sites of the SAM pocket and the substrate pocket, selective PRMT6 inhibitors have rarely been reported. In this study, a series of (5-phenylpyridin-3-yl)methanamine derivatives were designed and synthesized, which could form hydrogen bonding interactions with the unique Glu49 of PRMT6, thereby improving the selectivity of the compounds for PRMT6. Among them, a25 had the best activity and selectivity, with more than 25-fold selectivity for PRMT1/8 and more than 50-fold selectivity for PRMT3/4/5/7, which was superior to these reported SAM competitive and substrate competitive PRMT6 inhibitors. Importantly, a25 could significantly inhibit the proliferation of various tumor cells and effectively induce apoptosis of cancer cells. Our data clarified that a25 is a promising selective PRMT6 inhibitor for cancer therapy which is worthy of further evaluation.