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MediClear

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

Demo video · www.youtube.com/…

MediClear — AI that reads any medical bill or insurance letter and explains it in plain language — built for seniors, in 13 languages. MediClear is a free, open-source progressive web app that helps people — especially seniors and immigrants — understand medical bills, insurance letters (EOBs), and other complex documents. Snap a photo or upload a PDF; the AI extracts every line item, explains charges in plain language, flags duplicates, upcoding and overcharges, drafts dispute letters, and answers follow-up questions by voice. 13 languages with English-first. Privacy-first: bill history stays on-device (IndexedDB); the server-side proxy keeps the API key off the client and never logs bill content. Built with Meta's Muse Spark (muse-spark-1.3) for vision + structured analysis, with a Python proxy on the founder's own server so elderly users never need an API key. Live demo: https://kend150212.github.io/mediclear/

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