The 27-year-old singer-songwriter, who announced his engagement to long-time girlfriend, Cherry Seaborn, in January, has submitted a planning application to Suffolk Coastal District Council.
The proposed chapel would be of made of flint and in a Saxon style with a round tower, documents show.
It would hold a congregation of around 24 with some overspill space in the gallery.
The application states there is a need for the chapel as “it is every person’s right to be able to have a place of retreat for contemplation and prayer, for religious observance, celebration of key life and family milestones, marriages, christenings and so forth”.
A wedding licence would be needed if he planned to marry there.
A decision on the planning application is expected in April.