M. brevipalmata is a little-known and uncommon grassland frog associated with waterlogged or marshy areas, but it has also been recorded from suitable wet patches of forest and lightly degraded former forest.
M. brevipalmata is an obscure and rare grassland frog that typically resides in waterlogged or marshy regions but has been spotted in moist patches within forests and in slightly damaged areas formerly used for forestry.