The invention relates to a novel electro-hydraulic integral bridge plug release tool. After the tool is arranged on a setting part, the tool is connected with a power source through a cable to drive an underground hydraulic electric pump to start up; high pressure liquid is injected into a piston cylinder through a water hole by a pump; the piston cylinder is pushed to go down to compress a removable bridge plug setting; the release tool comprises a removable bridge plug and a hydraulic short section, wherein the removable bridge plug is composed of an upper piston, a lower piston, a tension rod and a central spindle which are connected in series; the rear end of the upper piston is connected with a hydraulic electric pump interface; a rubber sleeve is sleeved outside the tension rod; a slip cone and a slip are sleeved outside the central spindle; the slip cone is arranged at the rear end of the slip; the hydraulic short section comprises a one-way valve, an overflow valve, a high-low pressure oil pipe, a pressure balance piston, the hydraulic electric pump, a magnetic coupling, a coupler, a motor and an oil tank. The novel electro-hydraulic integral bridge plug release tool combines the respective characteristics of a cable transmission bridge plug and an oil pipe hydraulic setting bridge plug to carry out transmission, depth checking and positioning by utilizing the cable, and supply power for underground power sources after reaching a preset position; and the hydraulic pump is driven by electric energy to realize bridge plug setting and releasing.