Mr Thabane fled to South Africa on Saturday, claiming the military had staged a coup - a charge it denied.
South Africa's President Jacob Zuma hosted emergency talks with Mr Tabane and others on Monday.
Lesotho, a mountain kingdom surrounded by South Africa, has experienced several coups since independence in 1966.
"surrounded by Africa", the fate of the country is linked to South African politics.