The invention relates to the technical field of conveyor cleaning, in particular to a conveyor with a scraping structure, which comprises a support frame, a conveying mechanism is mounted on the support frame, an adjusting mechanism is mounted on the support frame, a scraping mechanism is mounted on the conveying mechanism, a cleaning mechanism is mounted on the scraping mechanism, and a scraper is mounted on the cleaning mechanism. A recycling mechanism is installed on the conveying mechanism, and a material guiding mechanism is installed on the recycling mechanism. The conveying mechanism facilitates lifting and conveying of materials, under cooperation of the adjusting mechanism, the angle of the conveying mechanism is adjusted, the scraping mechanism facilitates shoveling of the materials attached to the conveying mechanism, and under work of the conveying mechanism, the sweeping mechanism is driven to further sweep the conveying mechanism. The recycling mechanism is beneficial for guiding and collecting shoveled or cleaned sundries, the conveying mechanism drives the material guiding mechanism, and the material guiding mechanism shakes when guiding out the sundries in the recycling mechanism, so that the sundries are smoothly guided out, and blockage is avoided.