They are not rare in city centres, which is their natural habitat eg. take a trip into Central London/Westend/City of London etc., you will find them everywhere. Unless, you are talking about the suburbs, where they have always been as rare as hens teeth.

https://tfl.gov.uk/info-for/taxis-and-private-hire/licensing...