High Weald Swifts was formed in February 2020 by Martin Garwood and Cheryl Mason.
In 2023 High Weald Swifts was incorporated and registered as a charity with the Charity Commission, and Justin Holmes joined as a third trustee.
The charity covers a large area including Tunbridge Wells, Tonbridge, Goudhurst and other surrounding towns and villages.