The present invention is directed to one or more anchors that can be used to stabilize various types of animal traps to the ground. The invention comprises a clamping structure having at least two holes formed therein. The holes are axially aligned and formed in the top and bottom members of the structure. The invention further comprises a stake for anchoring the invention and trap to the ground. The clamping structure is designed to engage an edge or flange of an animal trap by positioning the flange in a groove in the structure and securing the structure to the flange using a threaded fastener such as a set screw. A threaded stake may be secured to a flange of the trap to anchor and stabilize the trap on the ground.