Herkinorin is a novel opioid receptor agonist. Activation of opioid receptors, a member of G protein coupled receptors (GPCRs), may play an important role in Herkinorin neuroprotection. GPCRs may modulate NOD-like receptor protein 3 (NLRP3)-mediated inflammatory responses in the mechanisms of inflammation-associated disease and pathological processes. In this study, we investigated the effects of Herkinorin on NLRP3 and the underlying receptor and molecular mechanisms in oxygen-glucose deprivation/reperfusion (OGD/R)-treated rat cortex neurons. First, Western blot analysis showed that Herkinorin can inhibit the activation of NLRP3 and Caspase-1, decrease the expression of interleukin (IL)-1β, and decrease the secretion of IL-6 and tumour necrosis factor α detected by enzyme-linked immunosorbent assay in OGD/R-treated neurons. Then we found that Herkinorin downregulated NLRP3 levels by inhibiting the activation of nuclear factor kappa B (NF-κB) pathway, reducing the phosphorylation level of p65 and IκBα in OGD/R-treated neurons (p < .05 or .01, n = 3 per group). Instead, both the mu opioid receptor (MOR) inhibitor, β-funaltrexamine, and MOR knockdown reversed the effects of Herkinorin on NLRP3 (p < .05 or .01, n = 3 per group). Further, we found that the level of β-arrestin2 decreased in the cell membrane and increased in the cytoplasm after Herkinorin pretreatment in OGD/R-treated neurons. In co-immunoprecipitation experiments, Herkinorin increased the binding of IκBα with β-arrestin2, decreased the ubiquitination level of IκBα, and β-arrestin2 knockdown reversed the effects of Herkinorin on IκBα in OGD/R-treated neurons (p < .05 or .01, n = 3 per group). Our data demonstrated that Herkinorin negatively regulated NLRP3 inflammasome to alleviate neuronal ischemic injury through inhibiting NF-κB pathway mediated primarily by MOR activation. Inhibition of the NF-κB pathway by Herkinorin may be achieved by decreasing the ubiquitination level of IκBα, in which β-arrestin2 may play an important role.