Where can you easy to catch a Pokemon ghastly in Crystal version?

You can't catch Ghastly in Pokémon Crystal. Ghastly, along with its evolutions Haunter and Gengar, are exclusively found in Pokémon Gold and Silver.

If you want to catch Ghastly, you'll need to trade with someone who has a copy of Pokémon Gold or Silver.