Quality indicators assessing the use of antibiotics among general practitioners (GPs) would be useful to target antibiotic stewardship interventions. We adapted to an individual GP level a set of 12 drug-specific quality indicators of outpatient antibiotic use in Europe developed by the European surveillance of antimicrobial consumption project. We performed a cross-sectional study analysing reimbursement data on outpatient antibiotic prescriptions in adults in south-eastern France in 2009. Substantial heterogeneity in antibiotic prescribing among French GPs was observed, and opportunity to improve antibiotic prescribing can be identified.