This study explores the mechanisms and combined effects of chronic peroxisome proliferator-activated receptor (PPAR)α/γ and cannabinoid receptor 2 (CB2R) agonists on visceral adipose tissue (VAT)-derived extracellular vesicle (EVs) release and associated systemic/VAT inflammation, decreased VAT capillary density/fibrosis, and intestinal inflammation/hyperpermeability in nonalcoholic steatohepatitis (NASH) mice. NASH mice receiving 1 month of PPARα/γ agonist aleglitazar (10 mg/kg/day), CB2R agonist JWH015 (3 mg/kg/day) alone or combined. High EV release from VAT of NASH mice was associated with severe systemic/VAT/intestinal inflammation, reduced capillary network of VAT, and intestinal hyperpermeability. Combined JWH015 with aleglitazar treatment significantly suppressed HFD-induced obesity/adiposity, inhibited VAT expansion, reduced VAT inflammation/fibrosis, normalized VAT capillary network, and attenuated intestinal mucosal injury, inflammation, and hyperpermeability in NASH+aleg+JWH015 mice. The inhibition of AT-derived EV release and hypoxia inducible factor (HIF)1α levels in AT-derived EV, normalization of CB2R, PPARα, PPARγ, PPARγ1, PPARγ2, tight junction proteins, VEGF/CD31 expression, and downregulations of HIF1α, MCP-1 and TGFβ1 were observed in the VAT and intestine of the NASH+aleg+jwh015 group. In vitro experiments revealed that PPARα/γ and CB2R activation attenuated NASH AT-derived EV (EVnash)-induced pathogenic changes in the J774/SVEC4-10/Caco2 /3T3-L1 cell system. This study suggested that VAT-derived EVs contribute to the pathogenesis of NAFLD and that combined PPARα/γ and CB2R agonist treatment reduces VAT-released EV release and HIF1/MCP-1 signals to ameliorate hepatic steatosis and VAT/intestine abnormalities of NASH mice.