Impulse control disorder(ICD) is a psychiatric disease characterized by impulsivity, the tendency to act without enough thinking and the incapability to resist urges. The consequences of ICD are widespread, which not only hamper the normal life of individuals but also cause heavy burdens to society. Existing ICD treatment focuses on psychological therapies and neurotransmission-oriented pharmaceuticals, but the efficacy is not satisfactory, necessitating the exploration of a new therapeutic direction. It was not until recently that neuroinflammation was revealed to be associated with ICD. Persistent activation of microglia, one of the typical characteristics of neuroinflammation, has been reported widely in impulsivity studies in human and animal models. Hence, this review has summarized clinical and pre-clinical evidence of microglial participation in ICD, and elucidated the mechanisms underlying the neuroinflammation-ICD relationship, focusing on cytokines and their impacts on neurotransmitters, neural substrates, and neurocircuits. The results: (1) recognize limitations of existing correlational evidence in supporting the causal claims; (2) propose areas for future clinical and experimental studies to determine the causal and mechanistic relationship between neuroinflammation and the development of impulsivity; (3) provide a possible novel direction, anti-neuroinflammation, for ICD treatment. In conclusion, microglia activation is closely associated with ICD, and anti-neuroinflammation might be the next therapeutic target for ICD treatment.