We copied a Caspar setup of an other pc. Now it worked. We inspected what was different than our setup.
I think the problem was that Frontend.exe wasn’t in the same map as the server… I downloaded it again from the Caspar website, extracted Server and Frontend in to the same folder and it connected immediatly.