Isoglossa nervosa is a species of plant in the family Acanthaceae. It is an herbaceous perennial or subshrub native to southeastern Nigeria, Cameroon, and Bioko island in Equatorial Guinea. Its natural habitat is tropical montane forest from 2,000 to 2,950 meters elevation.