The invention discloses a limestone accelerator which is prepared from the following raw materials in parts by weight: 20-24 parts of bauxite, 7-11 parts of limestone, 12-16 parts of sodium carbonate,4-8 parts of non-ionic linear high-molecular polymer and 6-10 parts of aluminum oxide. According to the scheme, by adding the nonionic linear high-molecular polymer, the aluminum oxide, silicon dioxide, an additive, latex powder, a composite flowing agent, silica fume, calcium oxide, polyamide wax, microcrystalline cellulose, an air entraining agent, cellulose ether, an ionic group, graphene oxide and a carbon nano tube, the strength required by the concrete in the early stage can be ensured; the later strength of the concrete can be guaranteed, the loss of collapse degree is reduced, the sizes of crystals in a transition region of coarse particles and an accelerator in the concrete can be effectively improved, the compactness of the crystals in the transition region is increased, the porosity is reduced, the number of microcracks in the transition region is reduced, the overall strength of the concrete is improved, and the coarse particles and the accelerator can be mixed more uniformly.