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16 December 2014 Last updated at 16:44 GMT
The government has also frozen their bank accounts and revoked the work permits of foreign employees.
The move follows a heated debate in Kenya over a controversial new security bill aimed at fighting militants.
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Kenya has deregistered more than 500 non-governmental organisations (NGOs), including 15 accused of links with terrorism, an official has said.