The mountain range that runs along the coast of eastern Africa is the Eastern Rift Mountains. This rift system is part of the larger East African Rift, which is significant for its geological activity, including volcanic eruptions. It also hosts several important ecosystems and wildlife, contributing to the region's biodiversity.