The embodiment of the invention provides a cavity filter, which comprises a cavity, a first resonator, a second resonator, a third resonator, a main transmission path, a secondary transmission path and a coupling jumper, wherein the first, second and third resonators are sequentially arranged in the cavity; the main transmission path is led to the third resonator from the first resonator through the second resonator; the secondary transmission path is led to the third resonator from the first resonator; the coupling jumper is arranged between the first and third resonators along the secondary transmission path; and one end of the coupling jumper is assembled on the third resonator, and the other end of the coupling jumper is assembled on the cavity. The cavity filter is easy to assemble, so that work hours for assembly are reduced, requirements for the skills of an assembly operator are greatly lowered, and the error probability of the assembly operator is reduced. Moreover, the coupling jumper is formed by stamping a metal plate, so that the cavity filter is high in consistency and low in cost, the production cost and raw material purchasing cost of the product can be lowered by about 40 percent particularly in batch production compared with those of the conventional transmission zero structure, and the market competitiveness of the product is greatly improved.