Gklust is a command line program written in Bash that implements a fast greedy heuristic for clustering genome assembly files in FASTA format. It can be useful for reducing redundancy within a large set of genomes or for performing fast taxonomic assignations by comparing genome assemblies to known reference genomes. Gklust runs on UNIX, Linux and most OS X operating systems.