Pancreatic islet β-cells contain synaptic-like microvesicles (SLMVs). The origin, trafficking, and role of these SLMVs are poorly understood. In neurons, synaptic vesicle (SV) biogenesis is mediated by two different cytosolic adaptor protein complexes, a ubiquitous AP-2 complex and the neuron-specific AP-3B complex. Mice lacking AP-3B subunits exhibit impaired GABAergic (inhibitory) neurotransmission and reduced neuronal vesicular GABA transporter (VGAT) content. Since β-cell maturation and exocytotic function seem to parallel that of the inhibitory synapse, we predicted that AP-3B-associated vesicles would be present in β-cells. Here, we test the hypothesis that AP-3B is expressed in islets and mediates β-cell SLMV biogenesis. A secondary aim was to test whether the sedimentation properties of INS-1 β-cell microvesicles are identical to those of bona fide SLMVs isolated from PC12 cells. Our results show that the two neuron-specific AP-3 subunits β3B and μ3B are expressed in β-cells, the first time these proteins have been found to be expressed outside the nervous system. We found that β-cell SLMVs share the same sedimentation properties as PC12 SLMVs and contain SV proteins that sort specifically to AP-3B-associated vesicles in the brain. Brefeldin A, a drug that interferes with AP-3-mediated SV biogenesis, inhibits the delivery of AP-3 cargoes to β-cell SLMVs. Consistent with a role for AP-3 in the biogenesis of GABAergic SLMV in β-cells, INS-1 cell VGAT content decreases upon inhibition of AP-3 δ-subunit expression. Our findings suggest that β-cells and neurons share molecules and mechanisms important for mediating the neuron-specific membrane trafficking pathways that underlie synaptic vesicle formation.