Glover, which means a maker or seller of gloves, is an English surname. Notable people with the surname include:
- Ablade Glover (born 1934), Ghanaian artist
- Albert Glover (1849–1941), New Zealand politician
- Alexa Glover (1882–1933), Scottish golfer
- Alfred Glover (1872–1949), English cricketer
- Allan Glover (born 1950), English (soccer) footballer
- Allan C. Glover (1900–1984), South Australian artist
- Ann Glover, or Annie Glover (died 1688), Irish washerwoman, the last woman hanged as a witch in Boston
- Anne Glover (disambiguation), multiple people
- Anne Glover (biologist) (born 1956), Scottish biologist
- Anne Glover (venture capitalist) (born 1954)
- Bill Glover (born 1952), American drummer and musician
- Boakyewaa Glover, Ghanaian author
- Bob Glover, American running coach and author
- Boyer Glover (fl. 1758–1771), English watch and clock maker
- Brian Glover (1934–1997), British actor
- Broc Glover (born 1960), American motocross racer
- Bruce Glover (born 1932), American actor
- Candice Glover (born 1989), winner of season 12 of American Idol
- Carl Glover, British motorcyclist
- Carol J. Clover, American professor
- Cat Glover (born 1964), choreographer and dancer
- Charles Glover Barkla (1877–1944), British physicist
- Charles Carroll Glover (1846–1936), American banker and philanthropist
- Charles Richmond Glover (1870–1936), Australian mayor
- Corey Glover (born 1964), American singer, vocalist of Living Colour
- Crispin Glover (born 1964), American actor and painter
- Crispin J. Glover, British DJ
- Dana Karl Glover (born 1958), musician and composer
- Dana Glover (singer) (born 1974), singer and songwriter
- Danny Glover (born 1946), American actor
- Danny Glover (footballer) (born 1989), English footballer
- David Glover (born 1948), British geneticist
- David Delano Glover (1868–1952), American politician
- Dean Glover (born 1963), English football manager and former player
- Denis Glover (1912–1980), New Zealand poet
- Dion Glover (born 1978), American basketball player
- Don Edward Glover (born 1944), American politician
- Donald Glover (born 1983), American actor, comedian, and rapper
- Edward Glover (athlete) (1885–1940), American athlete
- Edward Glover (psychoanalyst) (1888–1972), English psychoanalyst
- Eli Sheldon Glover (1844-1920), American artist and publisher
- Fi Glover (born 1970), BBC journalist
- Frank Glover (born 1963), American jazz musician
- Fred W. Glover (born 1937), mathematician
- Gary Glover (born 1976), baseball player
- George Glover (disambiguation), multiple people
- Gordon Glover (1908–1975), British writer
- Harry Glover (artist) (c. 1810–1858), English lithographer in South Australia
- Helen Glover (rower) (born 1986), Olympic gold medal rower
- Henry Glover (1921–1991), American songwriter, arranger, record producer and trumpeter
- Henry H. Glover (1827–1904), Australian artist and lithographer, son of Harry
- Jack Glover (disambiguation), multiple people
- James Glover (British Army officer) (1929–2000)
- James Glover (disambiguation), multiple people
- Jane Glover (born 1949), British conductor
- Jean Glover (1758–1801), Scottish poet, actress and singer
- Jim Glover (born 1942), American folk musician
- Jimmy Glover (1861–1931), Irish composer and conductor
- John Glover (disambiguation), multiple people
- John William Glover (1815–1899), Irish composer
- Jonathan Glover (born 1941), British philosopher
- Jose Glover (died 1638), English minister and pioneer of printing in the New World
- Joseph Glover, American professor, Provost for the University of Florida
- Joshua Glover, runaway slave tested Fugitive Slave Law in Wisconsin
- Juleanna Glover (born 1969), former White House press secretary
- Julian Glover (born 1935), British actor
- Kim Glover, British music manager
- La'Roi Glover (born 1974), American football player
- Lee Glover (born 1970), British footballer
- Lenny Glover (born 1944), English footballer
- Louise Glover (born 1983), British model
- Lucas Glover (born 1979), American professional golfer
- Lucy Glover, British rower
- Mae Glover (1906–1985), American blues singer
- Martin Glover (born 1960), record producer
- Mary Glover, first married name of Mary Baker Eddy (1821–1910)
- Matthew Glover
- Melvin Glover (born 1961), hip hop artist Melle Mel
- Michael Glover (disambiguation), multiple people
- Moses Glover (born 1601, fl. 1620–1640), English cartographer
- Nat Glover (born 1943), American sheriff
- Nathaniel Glover Jr.
- Nate Glover, the singer Kid Creole (rapper)
- Neville Glover (born 1955), Australian rugby league footballer
- Nigel Glover, British particle physicist
- Paul Glover (activist) (born 1947), American politician
- Peter Glover (disambiguation), multiple people
- Raishad Glover, American artist
- Randy Glover, American golfer
- Richard Glover (disambiguation), multiple people
- Robert Glover (disambiguation), multiple people
- Robert W. Glover (1866–1956), American clergyman and politician
- Roger Glover (born 1945), Welsh bass player and songwriter with Deep Purple
- Ruby Glover (1929-2007), American jazz singer
- Sam Glover (born 1901), Australian rules footballer
- Sandra Glover (born 1968), African-American athlete
- Savion Glover (born 1973), American actor, tap dancer and choreographer
- Stanley Glover
- Stephen Glover (disambiguation), several people named "Steven", "Stephen", "Steve"
- Stephen Glover (antiquary) (1794–1870), English author and historian
- Stephen Gilchrist Glover (born 1974), TV performer 'Steve-O'
- Sybil Mullen Glover (1908–1995), British artist
- Tay Glover-Wright
- Thomas Glover (disambiguation), multiple people
- Terrot R. Glover (1869–1943), British Classical Studies scholar
- Townend Glover (1813–1883), American entomologist
- Travis Glover (born 2000), American football player
- Valerie Glover, Australian artist
- Victor J. Glover (born 1976), American astronaut
- Vivette Glover, (born 1942) British psychologist