Funny you say that since I created movlie [1]. But it uses screenshots of movies instead since that was easier to source than manually cutting out scenes from movies.
The list of movies that can be guessed is combined the top 1000 movies according to a IMDB list combined with the top 1000 movies by box office earnings.
[1] https://movlie.org/