To improve the quality, consistency and usefulness of research metadata, the scholarly communications community must adopt shared models of responsibility and stewardship. John Chodacki, Adam Buttrick, Juan Pablo Alperin, Clare Dean and Dione Mentis explain how community-led approaches like COMET are helping to build the infrastructure needed for a more connected and participatory research ecosystem.