In the present study, a novel Ag@Ru/TiO2 core–shell nanophotocatalyst with silver metal cores and ruthenium-doped TiO2 semiconductor shells has been fabricated via an impregnation method and was characterized by XRD, Raman spectroscopy, XPS, UV–vis DRS, STEM, EDX, photoluminescence (PL) spectroscopy, FTIR, and BET analysis. In Ag@Ru/TiO2, the Ag NPs core serves as electron traps to prevent the electron-hole pairs recombination, and Ru doping significantly increases the absorption of visible light of the TiO2. The photocatalytic efficiency of Ag@Ru/TiO2 was assessed by the reduction of 4-nitrophenol (4-NP), 2,4-dinitrophenol (2,4-DNP), and 2,4,6-trinitrophenol (2,4,6-TNP) in presence of visible light. Ag@Ru/TiO2 demonstrated superior photocatalytic performance and attained 100% photocatalytic reduction of 4-NP in 2 min, 2,4-DNP in 3 min, and 2,4,6-TNP in 4 min to their corresponding aminophenols, which was almost 58 and 2.35 times higher than TiO2 and Ag@TiO2. Different experimental parameters including the NaH4 concentration, and the catalyst quantity were also explored. The order of reduction rate constant has been found to be: 4-NP (2.33 min−1) > 2,4-DNP (1.99 min−1) > 2,4,6-TNP (1.4 min−1). Reusability studies revealed the high stability and excellent photocatalytic efficiency of Ag@Ru/TiO2. This novel and highly efficient nanophotocatalyst is a good material for photoreduction of aromatic nitro compounds.