It's the Marin County farm's latest move to try to stop the federal government from shutting it down.
The National Park Service claims the farm's oyster boats have had a negative impact on sea life.
But Drakes, along with some marine experts, say false science was used to evaluate the environmental impact.
The rally is set for 2:30 p.m. Monday at San Francisco's Waterfront Restaurant.