Did you specify something other than SQLite
for the database?
From the README:
Choose “SQLite” for the easiest setup. If you choose PostgreSQL or MySQL, the databases must be installed and running before you run Rails Composer.
Rails composer does not install and setup your database server for you. It assumes there's a properly named database already present before you run this if you're using PostgreSQL or MySQL.