Researchers have developed MarkerMiner, a new software that simplifies analysis of next-generation sequencing data in angiosperms. MarkerMiner is an automated, open-source, bioinformatics workflow that aids plant researchers in the discovery of single-copy nuclear genes. The software is easy to use, offers a multipurpose, configurable output, and is accessible to users with limited bioinformatics training or without access to computing resources.