Centrifuge tubes work great for this. They should be water tight (at least the normal VWR ones used in labs are) and can be easily washed out. And if you need a new one, just replace it.
It looks like the ones on Amazon may be somewhat cheap (some of them have a lot of 'leaky' reviews), so be a little cautious.