The invention relates to the field of mulching film materials, and discloses a weather-proof resin master batch for agricultural plastic mulching film synthesis and a preparation method thereof. The weather-proof resin master batch is prepared from 45-65 parts of linear low density polyethylene powder, 15-25 parts of low density polyethylene powder, 4-8 parts of high density polyethylene powder, 1-2 parts of an antioxidant, 0.5-1 part of a light stabilizer, 0.5-1 part of an ultraviolet light absorber, 4-6 parts of acrylic acid, 4-8 parts of a sodium hydroxide water solution, 0.5-1.5 parts of sea-foam stone powder, 0.5-1.5 parts of konjac glucomannan, 0.02-0.04 part of potassium persulfate, 0.04-0.06 part of aluminum chloride, 0.01-0.03 part of N,N' methylene-bisacrylamide, 0.1-0.3 part of sodium bicarbonate, 0.5-1.5 parts of sodium carboxymethyl cellulose and 1-2 parts of polyethylene wax. The weather-proof resin master batch has the good light resistance and heat resistance and excellent tensile property, and is capable of being repeatedly recycled and long in service life.