MemFree

Open-source hybrid AI search over the web, bookmarks, notes and docs.

Web appfreemiumglobal

An open-source hybrid AI search engine that combines internet results with personal bookmarks, notes and documents, using a self-hosted serverless vector database, local embedding and one-click Chrome bookmark indexing. It addresses fragmented search and forgotten bookmarks by letting researchers and developers query web and personal knowledge together in a single AI-powered index.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of MemFree - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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