This study aims to prepare bacterial outer membrane vesicles (OMVs) with anti-glypican-3 (GPC3) single-chain antibody and analyze their targeting effects on Hep G2 hepatocellular carcinoma (HCC) cells and tissue. The recombinant plasmid pET28a-Hbp-hGC 33-scFv was constructed by ligating Hbp-hGC 33-scFv to pET28a. Western blotting was employed to determine the prokaryotic expression of the fusion protein Hbp-hGC 33-scFv, on the basis of which the optimal induction conditions were determined. Hbp-hGC 33-OMVs secreted from the recombinant expressing strains were collected by ultrafiltration concentration and then characterized. The localization of Hbp-hGC 33-scFv in bacteria and Hbp-hGC 33-OMVs was analyzed by immune electron microscopy. The binding of Hbp-hGC 33-scFv to Hep G2 cells was observed by immunofluorescence. The Hep G2 tumor-bearing mouse model was established, and the targeted retention of Hbp-hGC 33-OMVs in the tumor site of mice was observed by a fluorescence imaging system in vivo. The results showed that the actual molecular weight of the fusion protein was 175.3 kDa, and the optimal induction conditions were as follows: OD600=0.5, IPTG added at a final concentration of 0.5 mmol/L, and overnight induction at 16 ℃. The prepared Hbp-hGC 33-OMVs were irregular spherical structures with an average particle size of (112.3±4.6) nm, expressing OmpC, OmpA, and the fusion protein Hbp-hGC 33-scFv. The Hbp-hGC 33-OMVs prepared in this study demonstrated stronger ability of binding to Hep G2 cells than the wild-type OMVs (P=0.008). All the data indicated that Hbp-hGC 33-OMVs with anti-GPC3 single-chain antibody were successfully prepared and could be used for research on the targeted therapy of hepatocellular carcinoma.