Well, I have such service, though it's a map with the current rainfall data.
Still, after I wrote the previous comment the rain has come. And in 15 minutes there was no rain and the sun shone brightly and in another 30 minutes even puddles all dried up. So the practical usability of such service is quite limited.
I occasionally amuse myself by gawking at the formations of rainclouds in my vicinity, which included stuff from thunderclouds thousands of kilometers across, to jagged clouds bringing alternate rain and sunshine, to again a massive cloud covering this whole region except a circle right around my house. So I definitely can recommend finding such a service with cloud movement and with projection of it into the future—if only for the curiosity value.
The one I use is https://yandex.ru/pogoda/maps/nowcast — but I'm not sure if it works in English, and these days perhaps one will prefer not to use Yandex anyway.
Still, after I wrote the previous comment the rain has come. And in 15 minutes there was no rain and the sun shone brightly and in another 30 minutes even puddles all dried up. So the practical usability of such service is quite limited.