Clear Context
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Clear Context is a self-hosted fact-checking agent built with Meta Muse. Misinformation is rarely a simple lie: a real event comes with an old photo, a real quote loses the part that matters, and a single true-or-false label hides all of that. Paste a post, a link, images or a video into the web app, or capture text, an image or any area of a page with the Chrome extension. Clear Context separates the input into claims in their original wording and splits each claim into details a source can settle, such as dates, places and qualifications. For every detail it plans searches, reads every page it finds within a fixed budget, and judges the detail only against the exact passages it recorded. For pictures, what an image is said to show is settled only by pages that show the same picture, found through reverse image search. The report gives each detail its own result (supported, contradicted, disputed or insufficient), shows every quote highlighted inside the page it came from, and says plainly what stayed unsettled. It runs on your own machine with Docker and your own API keys, and exports as PDF or JSON.