Arbuthnot sat as Member of Parliament for East Looe between 1795 and 1796, for Eye between 1809 and 1812, for Orford between 1812 and 1818, for St Germans between 1818 and 1827, for St Ives between 1828 and 1830 and for Ashburton between 1830 and 1831.