More than 160 Russian-speaking guides have registered to take part in the project.
The ministry said it would operate the tours for as long as they remain necessary and cover transport and guidance costs.
Tours will highlight Israel’s nature parks, as well as other sites around the country.
Tourism minister Yoel Razvozov said he hoped the tours would be a positive experience for those in need.
“As someone who made Aliyah [migrated] to Israel, I know how challenging that first period in a new, unfamiliar country can be – and how much you yearn for activities in a language you understand," he said.