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I am trying to setup an EC2 instance to host my MongoDB database. Is there a ready made EC2 image with MongoDB already up and running out of the box that I can use?

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It'll take about five minutes to install on a CentOS/Ubuntu AMI. – ceejayoz Jan 13 at 15:38
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Currently, no.

There is a feature request for this. Go over there and support it. You could do it yourself. They have written a very clear guide on how to do it.

Aren't you a lucky? Look what cloud front released today: Amazon Web Services – MongoDB on AWS

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