phpMyAdmin is the supreme database administration system for MySQL databases. It is also one of the oldest and most widely used open source applications under active development available today.
The official documentation covers everything all in one (very) long page: requirements, installation, setup, configuration, faq and glossary.
Link: http://www.phpmyadmin.net/documentation/
phpMyAdmin can manage a whole MySQL server (needs a super-user) as well as a single database. To accomplish the latter you'll need a properly set up MySQL user who can read/write only the desired database. It's up to you to look up the appropriate part in the MySQL manual.
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