Nalmefene is an opioid system modulator with antagonist activity at the μ and δ receptors and partial agonist activity at the κ receptor. Previous studies have suggested that nalmefene could improve respiratory function in patients with chronic obstructive pulmonary disease (COPD). However, there is no comprehensive systematic review published regarding the clinical efficacy of nalmefene. We explored the following electronic bibliographic databases: EMBASE, Web of Science, PubMed, Wanfang, and Chinese national knowledge infrastructure. To collect data from randomized controlled trials on the therapy of COPD coupled with type II respiratory failure and nalmefene + noninvasive ventilator treatment. The retrieved articles were screened to determine the final inclusion criteria and to extract relevant data, such as the clinical efficacy rate, pulmonary function, blood gas analysis, and adverse reactions. In our study, we used relative risk and weighted mean deviation, as well as a 95% confidence interval for describing nalmefene effectiveness and safety while treating COPD with type II respiratory failure. The outcomes of the meta-analysis demonstrated that the clinical efficacy rate of the nalmefene + noninvasive ventilation group was higher than that of the naloxone + noninvasive ventilation and noninvasive ventilation groups. Moreover, the improvement indices of pH value, partial pressure and saturation of blood oxygen, partial pressure of carbon dioxide, and pulmonary function of the nalmefene + noninvasive ventilation group were better than those of the noninvasive ventilation group, and there was no increase in the occurrence of adverse drug reactions. Nalmefene combined with noninvasive ventilation can significantly improve the blood gas index and lung function in patients with COPD combined with type II respiratory failure.