The invention discloses a rubber bearing with the rigidity. The rubber bearing comprises an outer shaft sleeve, a rubber ferrule and a metal net layer, wherein a plurality of limiting stop blocks are arranged on the inner wall of the outer shaft sleeve in a protruding mode, a plurality of clamping grooves are formed in the outer wall of the rubber ferrule and correspond to the limiting stop blocks, the rubber ferrule is inlaid in the outer shaft sleeve through the clamping grooves, the metal net layer is arranged in the rubber ferrule, and the distance between the metal net layer and the outer wall of the rubber ferrule is less than the depth of the clamping grooves. According to the rubber bearing with the rigidity, the limiting stop blocks are arranged in the outer shaft sleeve, and the clamping grooves corresponding to the limiting stop blocks are formed in the rubber ferrule so that the rubber ferrule can be fixed in the outer shaft sleeve in an inlaid mode, the outer shaft sleeve can provide the thrust force in the circumferential direction for the rubber ferrule in the working process, and therefore the rubber ferrule can rotate along with the outer shaft sleeve, the connection reliability is good, and falling-off does not occur easily; and in addition, the metal net layer is arranged in the rubber ferrule so that the certain rigidity can be provided, and the deformation probability of the rubber ferrule can be reduced.