In this paper, we prove a Heintze-Karcher's type inequality for capillary hypersurfaces supported on a totally geodesic hyper-plane in hyperbolic space. The equality case only occurs on capillary totally umbilical hypersurfaces. Then we apply this result to prove the Alexandrov type theorem for embedded capillary hypersurfaces in H n+1 + . In addition, we prove some other rigidity results for immersed capillary hypersurfaces.