In conclusion, we invite researchers in the field to explore the use of MS 2 Rescore for their work. We encourage bioinformaticians to integrate MS 2 Rescore into their data analysis pipelines and to contribute to the project, similarly as with MS Amanda, whether by implementing new feature generators or enhancing existing functionality. Our vision is for MS Rescore to be an open and collaborative effort within the proteomics community, evolving to meet the dynamic needs of researchers in the field.