[2] After Macron’s victory in May 2017, Anglade quit his job at the Parliament to campaign for the National Assembly under the LREM banner.

[2] In the 2017 legislative election, he defeated Sophie Rauszer, supported by La France Insoumise (LFI), with over 73% of the vote in the second round.

In 2019, he was elected as the committee's chairman;[3] however, due to disagreements with incumbent chairwoman Sabine Thillaye who refused to accept the legality of the vote, he did not take office.

[5] In December 2017, Anglade was appointed by Christophe Castaner to set up a task force in charge of preparing LREM's campaign for the 2019 European elections.

[2] In July 2019, Anglade voted in favor of the French ratification of the European Union’s Comprehensive Economic and Trade Agreement (CETA) with Canada.