Melicope clemensiae has been assessed as least concern on the IUCN Red List. Although so far found in a limited number of areas, the species is likely to occur more widely and is not considered threatened. It is not known to be traded or locally used. Melicope clemensiae is present in protected areas including Kinabalu Park and Sosopodon Forest Reserve.