Mongo Match
Built at The Persistent Context Sprint Hackathon | Live at MongoDB .Local Build Fest · Aug 13, 2026 · San Francisco, CA
MongoMatch is a live conference matchmaking graph powered entirely by MongoDB Atlas that eliminates the AI "cold start" problem. By combining Atlas Vector Search, $graphLookup multi-hop traversal, and compound persistent memory in a single document model, it connects builders with the exact peers in the room who can unblock them in real time.
