The invention discloses an organic controlled release fertilizer for vegetable planting which adopts attapulgite as a main material. The organic controlled release fertilizer is prepared from attapulgite, chicken manure, moor mud, furfural residues, peanut cakes, decomposed coal, cottonseed meal, EM fungi, urea, potassium chloride, ammonium nitrate, ammonium molybdate, potassium sulphate, borax, manganese sulfate, zinc sulfate, monopotassium phosphate, dipotassium phosphate, humic acid, modified slow release formulation, modified bentonite, konjak mannan, diatomaceous earth and sepiolite. In the organic controlled release fertilizer for vegetable planting which adopts attapulgite as the main material, attapulgite is adopted as a main material, and other nutrient substances, a film covering material, a fluffy material and a slow release material are matched, and the organic controlled release fertilizer can provide rich nutrient materials for vegetables, efficiently release the nutrient substances, and improve the yield and quality of the vegetables.