There are 2 non-Perl methods you may be interested: Cytoscape and R (igraph package). The first one is an easy way to visualise graphs of reasonable size. And it has some algorithms/plugins to investigate their performance for clique finding. R is a league on its own. Probably the most state-of-the-art algorithms will be implemented in R.