The invention provides an escalator handrail entrance device which comprises a cover plate, an entrance cover plate, an apron plate and an entrance protecting piece, wherein the cover plate comprises an inner cover plate and an outer cover plate, and a groove is formed between the inner cover plate and the outer cover plate; the entrance cover plate comprises an inner entrance cover plate and an outer entrance cover plate; the apron plate is flush with one side of steps of the inner entrance cover plate; the entrance protecting piece is arranged on the entrance cover plate; and the protruded surface of the inner cover plate is flush with the entrance protecting piece. According to the escalator handrail entrance device provided by the invention, the metal cover plate and the metal entrance cover plate are adopted, the firmness is strengthened, thereby overcoming the defect of fragileness of the existing escalator handrail entrance device, and safe failure is effectively prevented. In addition, the invention provides the escalator handrail entrance device which is manufactured by adopting a stamping die structure, and therefore, the structure is streamlined.