Maghsoudlou (Persian: مقصودلو), also spelled Maghsoodloo or Maghsoodloo is an Iranian surname. Notable people with the surname include:

• Abolfazl Maghsoudlou (born 1992), Iranian Kabaddi player
• Bahman Maghsoudlou (born 1946), Iranian scholar, critic and director

• Amir Tataloo (AmirHossein Maghsoudloo; born 1987), Iranian singer, rapper and songwriter

• Parham Maghsoodloo (born 2000), Iranian chess player