We study a classically accidental scale-invariant extension of the Standard Model (SM) containing three additional fields, a vector leptoquark ( Vμ ), a real scalar ( ϕ ), and a neutral Majorana fermion ( χ ) as a dark matter (DM) candidate. The scalar ϕ (scalon) and Majorana fermion χ are both singlets under the SM gauge group, while Vμ has ( 3 , 1 , 2/3) quantum numbers under the SU(3)c×SU(2)L×U(1)Y . The Majorana DM couples to the SM sector via both Higgs and leptoquark portals. We perform a scan over the independent parameters to determine the viable parameter space consistent with the Planck data for DM relic density, and with the PandaX-II and LUX direct detection limits for the spin-independent (SI) and spin-dependent (SD) DM-nucleon cross section. The model generally evades indirect detection constraints while being consistent with collider data.