We are playing in the Call of Cthulhu (7th Edition) setting by Chaosium, following the (mis)adventures of various investigators trying to uncover Lovecraftian mysteries in the 1920s.
The running campaign in this setting is The Providence Files.
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Wikipedia - 1920s RPG Ideas 1920s The Roaring Twenties