Developing high-efficiency counter electrode (CE) catalysts for the triiodide (I 3 − ) reduction reaction (IRR) is of great significance for the development of cost-effective dye-sensitized solar cells (DSSCs). From the perspective of further enhancing the catalytic activity of CE catalysts by exposing more active sites, edge-active enriched MoS 2 porous nanosheets are elaborately constructed using the as-prepared one-dimensional MoO 3 rods and poly-(vinylpyrrolidone) (PVP) as a template-directing agent and surfactant based on the dissolution−recrystallization strategy (MoS 2 -P), respectively, while the MoS 2 quasi-particles (MoS 2 -C) and irregular MoS 2 aggregations are also synthesized using cetyltrimethyl ammonium bromide (CTAB) as a surfactant and commercial MoO 3 powder as a molybdenum source under similar reaction processes. Benefiting from the high specific surface area, exposure of edge active sites, and effective ion diffusion-favored structure, MoS 2 -P delivers good photovoltaic performance (PCE = 8.16%, V oc = 0.782 V, J sc = 16.77 mA/cm 2 , FF = 0.62) when used as a CE catalyst for DSSCs, superior to that of MoS 2 -C (PCE = 6.87%, V oc = 0.741 V, J sc = 15.91 mA/cm 2 , FF = 0.58), which is comparable with that of the Pt-based device (PCE = 8.33%, V oc = 0.775 V, J sc = 16.85 mA/cm 2 , FF = 0.64). A series of electrochemical results further reveal that the obtained MoS 2 -P has good catalytic activity for the IRR and electrochemical stability in iodine-based electrolytes. Hence, our work may provide a promising catalyst for the energy conversion field.