The motion to approve the Joint Comprehensive Plan of Action (JCPOA) was passed with 161 votes in favour, 59 against and with 13 abstentions, the official IRNA news agency and other media said.
An early tally of the vote said 250 of Iran's 290 MPs were present, with the numbers suggesting 17 members who attended did not vote at all.
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The deal, which will lift nuclear-related sanctions on Iran in return for curbs on its atomic activities -- the Islamic republic denies seeking a bomb -- has received a rocky ride in the US and Iran.
Members of the US Congress failed in September to torpedo the deal.
And in Tehran ultraconservative lawmakers repeatedly warned of holes in the text of the agreement and criticised President Hassan Rouhani for suggesting MPs were deliberately delaying the deal.
In selling the agreement to sceptics, Rouhani's government said its negotiators protected the future of Iran's nuclear programme while ensuring sanctions, that have ravaged its economy, would end.
However, as late as Sunday parliament was the scene of fiery clashes over the deal.
Ali Akbar Salehi, head of Iran's Atomic Energy Agency, went on the attack for the government after he and other officials were accused by lawmakers of having capitulated to the West.
So-called red lines for the talks were laid down by Iran's supreme leader, Ayatollah Ali Khamenei, and the Supreme National Security Council that he oversees.
Tuesday's motion, titled "Iran's Plan for Reciprocal and Proper Action in Implementing JCPOA" allows the government to proceed, IRNA reported.
Iranian officials have said sanctions should be lifted by the end of the year or January 2016 at the latest.
However Iran also has to satisfy the International Atomic Energy Agency (IAEA), the UN nuclear watchdog, of the exclusively peaceful nature of its atomic programme.
The IAEA faces a December 15 reporting deadline to resolve what it had termed "ambiguities" over Iran's past nuclear activities.
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