In this paper, we introduce and study a new kind of generalized Hilbert matrix operators, induced by a positive finite Borel measure on
$(0,1)$, acting on weighted sequence spaces. We establish a sufficient and necessary condition for the boundedness of these operators. These results extend some related ones obtained recently in [Bull. Lond. Math. Soc. 55(6) (2023), 2598–2610].