They are located at:
http://www.sos.mo.gov/archives/resources/resources.asp#onlinedb
There you will find a number of databases that are helpful. It takes some getting used to their search engines and it seems every database has a different one so don't give up too quick. Always check for different spellings as none of the search engines have a soundex index or fuzzy search mechanism.
John R.