Will this app damage my computer?
I believe this is GateKeeper doing its thing.

Try slackening off the security a little bit; go to Security &amp; Privacy prefpane, and change Allow apps downloaded from: to a more lax setting (you may need to choose Anywhere, I'm not sure if Atlassian qualify under "identified developers").