Processes large datasets of reads on commodity hardware. Mapsembler checks the presence of a known piece of information with a bounded number of substitutions in a set of reads. It provides pieces of information about the starter context(s), neighborhoods of approximate occurrences of a starter on some hundreds or thousands of nucleotides. The tool provides features like sub-starters retrieval, iterative extensions and graph visualization.