The aryl hydrocarbon receptor (AhR) is a ligand-activated receptor implicated in many inflammatory disorders. The skin microbiota plays a crucial role in maintaining epidermal barrier integrity and is thought to modulate skin homeostasis partly through the production of AhR ligands including metabolites of microbial tryptophan metabolism such as indole derivatives. Here, we report the skin microbiota that activate AhR and their unique tryptophan metabolite profiles. Of the bacteria isolated from healthy human skin and screened for the ability to metabolise tryptophan (18 species, five genera), 14 were positive. The tryptophan metabolites of 10 positive and two negative bacteria were then characterised using liquid chromatography-mass spectrometry. Whole genome sequencing confirmed the presence of key genes involved in the indole-3-pyruvic acid pathway within the genomes of indole-3-acetaldehyde, indole-3-acetic acid, and indole-3-aldehyde-producing organisms. A cell-based luciferase reporter gene assay identified functional agonist activity against human AhR in the culture supernatants of 12 of the 18 species tested. High indole derivative-producing organisms induced potent AhR activation. These data demonstrate the relationship between skin microbiota, tryptophan metabolites, and AhR activation.