Am I supposed to fly the SID (not a DP) even though it's not in the
clearance?

From the 7110.65, Air Traffic Controllers Handbook:

----------snip----------------
If a published IFR departure procedure is not included in an ATC
clearance, compliance with such a procedure is the pilot's
prerogative.
----------snip----------------

Sounds like the controller goofed.