A new and distinct cultivar of Ipomoea plant named ‘Fnpalrusrd’, characterized by its compact, upright and mounding plant habit; freely branching habit and short internodes, dense and bushy growth habit; and medium to small rusty red-colored palmate-shaped leaves.