A series of temperature-responsive polymers (poly N-isopropylacrylamide-co-N,N-dimethylacrylamide, PN_xD_y) were prepared by using N-isopropylacrylamide (NIPAAm) and N,N-dimethylacrylamide (DMAM) as reaction monomers, azobisisobutyronitrile as chain initiator, and mercaptoethylamine hydrochlorides as chain transfer agents. Then, a novel thermoresponsive surfactant-type chiral salen Mn^III catalyst PN_xD_yMn was developed by axially grafting “smart” polymer (PN_xD_y) onto the metal center of a neat chiral salen Mn^III complex. The temperature-sensitivity, structure and morphology of the polymers were studied through a series of characterizations, and it was found that these temperature-responsive chiral polymers can efficiently catalyze the asymmetric epoxidation of olefins in pure water. Only 0.5 mol% PN₇₅D₅Mn was sufficient to exhibit extremely high activity (conversion>99%) with up to 76% enantioselectivity and turnover frequency (TOF) (396/h) for a substrate of indene in water. The conversion rate of the substrate styrene was as high as 99% in 5 min, and the TOF value reached 2376/h. Characterization and experiments proved that PN_xD_yMn can self-assemble into nanoreactors for the asymmetric epoxidation of olefin in water, leading to an acceleration of reaction and causing selective effects. After reaction, the PN_xD_yMn exhibited hydrophobic properties upon heating above its lower critical solution temperature (LCST), and precipitated from the aqueous system for recovery. It can be recycled and reused for seven times without significant loss of activity, and no organic solvents were required for the reaction and separation process.