Take The Lead
If you desperately want to avoid being socially awkward, taking the lead might be the perfect solution. Start introducing people to each other, invite them to taste the food or to grab a drink, and help them feel more comfortable. By making sure that everyone else feels at home, you will feel better yourself. Furthermore, the guests will appreciate your good intentions and thoughtfulness and everyone will feel more comfortable around you.