A cleaning blade (1) having an elastic body (11) molded from a rubber base material, and having at least a surface treatment layer (12) on the area of the elastic body (11) that is brought into contact with a body to be contacted, wherein the surface treatment layer (12) is formed by impregnating the surface layer portion of the elastic body (11) with a surface treatment liquid containing an isocyanate compound and an organic solvent and hardening the liquid. The elasticity modulus of the surface treatment layer (12) is 40 MPa or less, the elasticity modulus of the elastic body (11) is 3-20 MPa, and the difference between the elasticity modulus of the surface treatment layer (12) and the elasticity modulus of the elastic body (11) is 1 MPa or more.