There are a lot of methods to clean vinyl records.
It depends a lot on your budget as well.
for cheap you can get a " knosti" or "discwasher" style record cleaning machine, but don't expect it to work well. The best ( and more expansive) method to clean your records is vacuum record cleaning machine.
If you're on a budget but you have a lot of patience you can try the wood glue method.
I use this method myself with great results.