The human gut microbiota is increasingly being recognised to play an important role in maintaining health. The families Lachnospiraceae and Oscillospiraceae in particular, are often reduced in disease states but are relatively poorly represented in culture collections. Cultured representatives are required to investigate the physiology and host interactions of gut microbes. Establishing cultured isolate collections can be laborious and expensive owing to the fastidious growth requirements of these organisms and the costs associated with taxonomic classification. This study proposes a culturomics platform combining a single basal culture medium with matrix-assisted laser adsorption/ionisation coupled to time-of-flight mass spectrometry (MALDI-TOF MS) for fast and reliable isolation and identification of hundreds of novel isolates. In this study, basal YCFA medium supplemented with either glucose, apple pectin, or porcine mucin was used to cultivate a total of 724 different isolates derived from only 11 different faecal samples from healthy volunteers, of which 389 isolates belonged to the Lachnospiraceae and Oscillospiraceae families. Moreover, 27 isolates could not be assigned to known species based on their 16S rRNA gene, 17 of which may even represent novel genera. To aid MALDI-TOF MS identification of gut bacteria, the commercial database was complemented with the MaldiGut database presented here, containing a collection of 132 different Main Spectrum Profiles, including the profiles of 125 Firmicutes species, 3 Bacteroidetes species, 3 Actinobacteria species, and one Verrucomicrobia species. The culturomics platform and MaldiGut database presented here will enable further expansion of the gut culturome, especially within the understudied Lachnospiraceae and Oscillospiraceae families.