The present invention belongs to the technical field of soil environments, and specifically relates to a microbial soil improvement agent for petroleum polluted soil. The microbial soil improvement agent comprises the following raw materials: Paxillus involutus Hypha, Hebeloma mesophaeusm, Acinetobacter calcoaceticus, Sphingomonas paucimobilis, pyrene degrading bacteria, Glomus etunicatum, Cephalosporium roseum, Aureobasidium pullulans, nitrilase, long-chain alkane degradation enzyme, integration membrane di iron alkane hydroxylase, phenylalanine deaminase, arginine dihydrolase, Rhodococcus erythropolis, pseudomonas aeruginosa, sodium oleate, thiamine hydrochloride, calcium pantothenate, oyster shell powder, vermiculite powder, paspalum wettsteinii hackel powder, kentucky eupatorium fortunei powder, miscanthus floridulus powder, medicago sativa powder, pig manure granules, goat manure granules, gamma-polyglutamic acid, malic acid, citric acid, and Nostocales powder. According to the present invention, various types of the microorganisms in the improvement agent synergistically coordinate, and co-act with the carrier raw materials; and with the application of the improvement agent to treat different types of crude oil polluted soil in the Shengli oil field, the total removal rate of the petroleum hydrocarbon in the polluted soil achieves 77.68-89.76%.