Abstract: Systems and method for curation of mass spectral libraries. In general, the systems and methods provided herein (a) obtain an experimentally derived mass spectrum of a compound of interest; (b) identify a peak in the mass spectrum that represent an experimental m/z value for an ion fragment of the compound of interest; (c) remove from the mass spectrum any peak that does not correspond to the compound of interest; and (d) replace the experimental m/z value for the peak identified in step (b) with a calculated theoretical m/z value for the ion fragment.