The Corynebacterium glutamicum strain of the present invention is obtained by mutating Corynebacterium glutamicum ATCC 13032, with the mutation sites including: mutating cytosine at site 862902 into thymine; mutating guanine at site 862903 into adenine; mutating cytosine at site 862953 into thymine; mutating adenine at site 862961 into guanine; inserting cytosine and thymine at site 862958; and mutating of guanine at site 862963 by deletion. The Corynebacterium glutamicum strain of the present invention exhibits significantly increased tolerance in high-viscosity environments and growth and metabolism ability under low dissolved oxygen conditions, thereby increasing the yield of mucopolysaccharides, and avoiding the problems where resulting mucopolysaccharides cause the fermentation broth to become viscous and have insufficient dissolved oxygen, which would further limit the metabolism of Corynebacterium glutamicum and ultimately affect the synthesis of mucopolysaccharides.