Regarding to the docs in chapter Disabeling a Toolbar Item you can do the following:
map.addControl(new L.Control.Draw({
edit: {
featureGroup: drawnItems,
remove: false
}
}));
This adds a new Control bar without the delete Button, but the edit button will remain