The invention provides an artificial intelligence sensor shell connector processing device. First connecting rods are symmetrically hinged to a rotor, second connecting rods are hinged to the first connecting rods, movable sleeves with threads are hinged to the upper ends of the second connecting rods, the movable sleeves with the threads are in threaded connection with a metal cleaning agent box, and spraying pipes are arranged on the movable sleeves with the threads; and the lower end of each spraying pipe penetrates into the metal cleaning agent box, the upper end of each spraying pipe is connected with an outer rotating ring, a spraying channel is formed in each outer rotating ring and communicates with the corresponding spraying pipe, hydraulic cylinders are symmetrically arranged in each rotating ring, the movable ends of the hydraulic cylinders are connected with friction blocks, limiting sliding grooves are symmetrically formed in the two sides of each outer rotating ring, and the friction blocks are slidably connected into the limiting sliding grooves. A spraying one-way valve is arranged in each spraying channel, a liquid inlet one-way valve is arranged in a liquid inlet pipeline, and supply of the cleaning agent can be completed while a shell connector is polished.