The majority of mitochondrial proteins are encoded in the nucleus, synthesized in the cytosol and imported into mitochondria mediated by an N-terminal mitochondrial targeting sequences (MTS). After import, the MTS is cleaved off by the mitochondrial processing peptidase (MPP) and subsets of the imported proteins are further processed by the aminopeptidase intermediate cleaving peptidase 55 (ICP55), the mitochondrial intermediate peptidase (MIP), octapeptidyl aminopeptidase 1 (Oct1) or other proteolytic enzymes. Mutations that impair the mitochondrial processing machinery or mitochondrial protein degradation result in rare but severe human diseases. In addition, aging and various stress conditions are associated with altered proteolysis of mitochondrial proteins. Enrichment of protein terminal peptides in combination with mass spectrometry-based identification and quantification has become the method of choice to study proteolytic processing. Here, we describe an updated step-by-step protocol for the enrichment of N-terminal peptides by Hypersensitive Undecanal-mediated Enrichment of N-Terminal peptides (HUNTER). We describe analysis of mass spectrometry data acquired for HUNTER samples and present a suite of dedicated Python and R scripts for HUNTER quality control, classification of the enriched peptides, annotation of mitochondrial processing sites and quantitative evaluation. The scripts are freely available at https://github.com/FabianStockert/mito_annotation.