Thomasia multiflora is a spreading shrub that typically grows to high and wide, its new growth densely covered with star-shaped hairs. The leaves are broadly egg-shaped, long and wide on a petiole long with wing-like stipules at the base of the petioles. The flowers are in diameter and arranged in racemes of 6 to 12 on a hairypeduncle long. Each flower is on a short pedicel with hairy, linearbracteoles at the base. The sepals are mauve, joined for about half their length, and there are no petals.
This thomasia grows in shrubland and woodland in winter-wet areas and on granite outcrops from near Walpole to Albany in the Esperance Plains bioregion of south-western Western Australia.