An automatic transplanter mechanism was designed. According to the mechanism principle, the corresponding mathematical model was built. Relationship of each parameter in the proposed model was analyzed. For the different types of seedling trays, Matlab was used, which optimized the structural parameters of the model. The proposed seedling pick-up mechanism met the design demands of opening-closing in a given range and clamp for seedling substrate.