Através do Composer, você deve utilizar o pacote matheusmariano/tumblr
.
use MatheusMariano\Tumblr\Client;
use MatheusMariano\Tumblr\Connector\Auth\ApiKey;
use GuzzleHttp\Exception\ClientException;
$auth = new ApiKey('my-api-key');
$client = new Client($auth);