Ask HN: Is there a library that fixes capitalization and common typos?

I'm looking for a library that I can pass in a text blob and it cleans up capitalization, spacing and expands common typos. It's fine if it requires a database dictionary to be installed as well. Note, I only need it for american english. Before I write this, I was hoping to sanity check that there isn't some holy grail out there. Thanks!