The invention discloses an intelligent glue removing device for a touch display screen. The intelligent glue removing device comprises a fixing unit, a glue scraping unit and a cleaning unit, whereinthe fixing unit is used for fixing the touch display screen to be subjected to glue scraping; the glue scraping unit is used for scraping glue on the touch display screen to be subjected to glue scraping, and comprises a square framework; guiding rails are fixedly on the upper surfaces of four edges of the square framework; a glue scraping structure is arranged on each guiding rail, and comprisesa knife blade, an electric trolley, a second controller, a corrugated hose, a plurality of electromagnets, a first control switch, a power source, a heating element, a second control switch, a thermalinsulating layer, a plurality of thermal conducting lines and a metal block; the cleaning unit is used for cleaning the knife blades after glue scraping and removing the residual glue on the surfacesof the knife blades, and comprises four cleaning structures; and each cleaning structure comprises a cleaning rod, a motor and a third controller. The intelligent glue removing device achieves the technical effects that the glue can be automatically and intelligently scraped, the efficiency is relatively high, and the glue scraping effect is relatively good.