With your examples I'd use 'of the'- the centre of the city, etc. 'Centre of city' and the others don't work. 'Of' for a possessive tends to be used in fairly formal constructions- the Queen of England, etc. In 'comunity leader', 'community' functions like an adjective describing the kind of leader the person is, rather than a possessive.
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