Police say it happened Monday evening just off a pier near the South Street Seaport in lower Manhattan.
The U.S. Coast Guard says the ferry was heading to the Rockaways area of Queens when it became stuck.
Police and fire rescue units responded to the scene.
There are no reports of any injuries.
The cause of the grounding remains under investigation.
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