API link to get JSON response of published collection is showing "Not Found".
api link: store.com/admin/api/2019-04/collection_listings.json
Are you using the sales channel SDK? That would be a requirement for accessing that endpoint.
As per the docs:
The CollectionListing resource is available to Sales Channel SDK applications only.