Phineas Cook Dummer (October 28, 1797 – September 14, 1875) was the sixth mayor of Jersey City in New Jersey. He succeeded Peter Bentley, Sr. A Whig politician, he served four one-year terms from April 1844 to April 20, 1848. He was succeeded by Henry C. Taylor.