Trapping is the most successful and practical method of controlling moles. The best times for trapping are spring and fall, especially after rain. Traps should be set in active surface tunnels. Here is more information about moles and what you can do: https://extension.umd.edu/hgic/moles
Hardware stores, farm stores, and garden centers typically carry the traps.