Today's report said the protesters carried signs outside the parliament building decrying the agreement as an "injustice to our nation."
Lawmaker Zohre Tayebzadeh addressed the crowds, claiming the deal crosses "red lines" by allowing the US to supervise Iran's uranium enrichment program.
Iran's parliament and the Supreme National Security Council, the country's highest security decision-making body, are to consider the agreement in the coming days.