Abstract: The present invention is an embodiment of a machine-enabled compression nut removal device. The Compression Nut Puller of the present invention features a shaft attachment for the insertion of a mechanized hand drill to enable swift and easy removal of heavily torqued compression nuts. There has been a need for the ease provided by this machine assistance, as prior art has not developed a drill-assisted compression nut puller. The present invention features a base support plate with the enhanced compression removal assistance of two support pillars and a pipe attachment sleeve. This quickly rotates the axle of the shaft while the supports remain stationary, which enables the quick removal of a tightly compressed nut, whether it is deformed, corroded, or otherwise damaged.