Collective Knowledge is a browser extension that lets you annotate web pages with related research papers, code, reproducible results, scoreboards, portable workflows, and reusable artifacts. It indexes over 1 million URLs from sources like Google Scholar, ArXiv, GitHub, and PapersWithCode. Users can add their own links and rank existing ones. Ideal for researchers and practitioners to discover and adopt novel techniques directly from web pages.