METLIN is a database system for metabolite identification by mass spectrometry. An article on the technique, XCMS: Processing Mass Spectrometry Data for Metabolite Profiling Using Nonlinear Peak Alignment, Matching, and Identification, just came out in the Analytical Chemistry. Software binaries are available for Windows and Mac OS X.