Green’s Dictionary of Slang

(US) the police.

1866

H.L. Williams N.-Y. After Dark 36: She leaves her place to say she must call in the police if her guests are molested any more. [...] ‘Stuff! Go call the woollies. Just what we want [...] An what are you waiting for, say?’ asks Tom.