CMS officially defines the URL as including https at https://terminology.hl7.org/CodeSystem-hcpcs-Level-II.html:

The US Core valueset  https://www.hl7.org/fhir/us/core/ValueSet-us-core-procedure-code.html#logical-definition-cld it makes a singular reference using http:

seeing this in the defining JSON files as well