I would say so. There is only some minor swearing. The bad guy uses a device that turns living creatures into blobs of protoplasm,which might gross out a few kids, but it's pretty mild.
I would say this is probably one of Marvel's more family friendly films. If your kids could handle "Thor" or "The Avengers", they should be alright with this.