The Jharkhand-based players alleged that since their coach had political connections, they could not take the risk of filing a complaint against him in their home state.
The girls came down to Delhi, where they approached the Delhi Commission For Women, who helped them file the complaint at Kamla Market police station.
"The girls approached us with their complaint and we helped them file a police complaint. They told our counsellor that the coach had also been harassing other girls and since he is quite powerful, they were scared," said a DCW official.
He also made "obscene" videos and took pictures of the victims and would blackmail them, they said.
The girls alleged that the accused would threaten them whenever they thought of approaching the police and that the harassment had been continuing for many years, police said.
A zero FIR has been registered here and the matter forwarded to Jharkhand police for further probe, they added.