Klopstock is a German surname. Notable people with the surname include:

  • Friedrich Gottlieb Klopstock (1724–1803), German poet
  • Margareta "Meta" Klopstock, born Moller (1728–1758), a German writer, wife of Friedrich Gottlieb

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