The Germans stayed at Turla, about 80 km from here, without the knowledge of police and administration, police said today.
When the matter came to light through local media, police picked up the foreigners from the premises of an NGO along with its founder Annata Putel yesterday.
After interrogation and verification of their passports and visa, the foreign nationals were asked not to visit any Maoist-affected area, police said.
Following abduction of two Italians by Maoists on March 14 in Kandhamal district, visit of foreigners to such areas in the state was banned.