On 10 April 2020, during the coronavirus lockdown, Capuçon was one of a handful of people to take part in a Good Friday service led by Michel Aupetit, Archbishop of Paris, in the Cathedral of Notre-Dame de Paris, which was still being rebuilt after the Notre-Dame de Paris fire a year earlier. All wore protective clothing. Capuçon provided the sole musical accompaniment.