The 27-member bloc's plea came as a response to the brutal killing of over 30 people in Kayah state by the Myanmar army last week.
The European Union is ready to impose further sanctions on Myanmar after a new escalation of violence by the army and is also urging an international arms embargo on the country.
"In view of the escalating violence in Myanmar, increased international preventive action is required, including an arms embargo," the EU's High Representative for Foreign Affairs Josep Borrell said in a statement on Thursday.
"The EU also stands ready to impose further sanctions against the military regime," he added.
More than 30 people, including women and children, were killed and their bodies burnt in a village in Myanmar's conflict-torn Kayah state last week by the army, humanitarian agencies said.
READ MORE: Save the Children: Staff members killed in Myanmar massacre
The Myanmar military said it had shot and killed an unspecified number of "terrorists with weapons" from the opposition armed forces in the village after they did not stop for a military check.
Since a military coup in February, the EU has imposed targeted sanctions on the Myanmar military, its leaders and entities.
EU financial assistance to the government was halted and assistance that could be seen as legitimising the military government was frozen.
READ MORE: UN 'horrified' over deaths, burning of dozens of Myanmar civilians