The invention provides a capsule dedusting and drying integrated machine. The capsule dedusting and drying integrated machine comprises a box body, a feeding funnel, material blocking plates, air blowers, stirring dedusting devices, moving devices, a dedusting disc, vibrators, a dust collector, a conveying device, an electric heating net, an air guiding device and a receiving box; a feeding opening is formed in the lower end of the feeding funnel, the material blocking plates are arranged on the two sides of the feeding opening, the air blowers are arranged at the lower ends of the material blocking plates, the stirring dedusting devices are arranged below the air blowers, the dedusting disc is arranged below the stirring dedusting devices, and the vibrators are arranged on the two sides of the dedusting disc; and the dust collector is arranged below the dedusting disc, the receiving box is arranged at the right end of the conveying device, the electric heating net is arranged above the conveying device, and the air guiding device is arranged above the electric heating net. According to the capsule dedusting and drying integrated machine, continuous dedusting and drying operation can be conducted on capsules, the working efficiency is improved, the processing cost is reduced, meanwhile, the capsules off size can be screened out, and multifunctionality is achieved.