About 2,000 people were evacuated from Leningradsky and Kazansky Station, and 750 from Yaroslavsky Station, the news agency reported.
Police and canine teams searched the train stations, located near the metro station Komsomolskaya, but did not find a bomb.
The train stations, which specialize in routes to St Petersburg, Siberia and Central Asia, returned to normal operations within hours.