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MGTAXA software package aims to develop a toolbox for reliable assignment of species composition to large collections of unassembled environmental sequencing data, with automated and regular updates of databases and models. The software will combine a Web Server front-end with a high-performance computational back-end to let a wide community of biologists build classification models specific to their metagenomic samples.