Check your settings to make sure both Clojars and Maven repos are indexed:

Navigate to:
File
-> Settings
-> Build, Execution, Deployment
-> Build Tools
-> Maven
-> Repositories
And make sure it looks like the above picture. If necessary, highlight both the Maven & Clojars repos and click "Update", then "OK" (you don't need to wait for it to finish as it is a background process).
Also, it is frequently helpful to do
File
-> Invalidate Caches / Restart
Then it will resolve correctly:

Update #2
OK, I see you have a boot
project. I have a lein
project, and Cursive populated my list automatically (from project.clj
I assume). Two ways forward:
Search the docs, SO, & Cursive mailing list for boot
info. The Cursive author is very responsive to items on the mailing list:
If the above doesn't work, maybe convert it to a lein
project just to make Cursive/IntelliJ happy. You can still run it as a boot
project from the command line (or however you normally use boot).
For more info, see also this question: IntelliJ IDEA: "Indexed Maven Repositories" list - how to add remote maven repository in this list?
and the reference: http://maven.apache.org/settings.html#Repositories
Update #3:
OK, just found this boot
Cursive info, which looks good: https://github.com/boot-clj/boot/wiki/For-Cursive-Users