At the core of a congressional push to audit the Federal Reserve are activists with a larger purpose: to abolish the central bank.

Thousands of Americans are joining protests and lobbying their lawmakers in pursuit of the ultimate goal of replacing the Fed with a money system backed by gold or other commodities.

Largely inspired by Rep. Ron...