Agencies can download the Google Premier Partner badge from a Google image search, but technically speaking it could be challenged and ultimately need to be removed.
Black Label agencies generally follow this basic example as a rule:
"I am a Google Premier Partner" - Not acceptable
"My agency’s ppc fulfillment provider is a Google Premier Partner" - Acceptable
For complete information about using a Google Partner badge on your agency's website, you should review Google's documentation.