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The low-temperature environment of the Tibetan Plateau presents a technical challenge to composting. This study screened cold-adapted microbes with strong degradation ability and selected five strains to experimentally test and evaluate composting cattle manure in a natural environment in the plateau region. The results showed that both the control and the treatment groups had a slow temperature rise at the beginning of the composting. However, after the first turning, the temperature rise in the inoculated group accelerated. The inoculation of cold-adapted bacteria increased the OM loss in the compost by 8.6%, decreased the retention of nitrogen of the compost by 3%, and increased the seed germination index (GI) value from 44.4% to 73.9%. Microbial community structure analysis showed that the relative abundance of <i>Psychrobacter</i> was more than 50% at the beginning of the composting in the two experimental groups. The cold-adapted microbial inoculation increased the diversity of the microbial community, i.e., <i>Truepera</i> and <i>Luteimona</i>, and the abundance of specific microorganisms during the thermophilic and maturation stages. This study demonstrates that inoculation of cold-adapted bacteria improves the maturity and efficiency of cattle manure composting in a natural plateau environment.