Security issues were discussed in the meeting, according to sources.
President Farmajo advised the army chiefs to strengthen the security of Mogadishu to prevent Al-Shabab armed group attacks.
The meeting comes one day after car bomb detonated in Mogadishu, killing nearly 10 people.