Reader advice: Castor oil or peppermint oil is a natural rodent repellent. Castor oil or peppermint oil has an asphyxiating effect on rats, mice, chipmunks, moles, squirrels, and shrews. A cotton ball with four to five drops of either oil placed where mice appear (and out of reach of cats and dogs) should be sufficient to chase them away.