Using GET request to https://s3.amazonaws.com we can get S3 Buckets List using REST API.
Check the following Sample Request I have made using Postman client.
AccessKey should be Access Key ID from Amazon AWS.
Secret should be Secret Access Key from Amazon AWS.
Also, enter AWS Region and Service Name details in the Advanced section.
Sample Request: