Police led Kardzhali mayor Erol Myumyun out of the town hall, the council press office told BTA.
The Interior Ministry told the agency that a check is under way.
Council staff and deputy mayors gathered outside the regional police headquarters in Kardzhali, a BTA reporter said. They included MP Bayram Bayram of the DPS party.