JustSearch

Self-hosted AI deep-search assistant that drives your real Chrome browser to research with cited sources.

Webfree

JustSearch is a self-hosted, open-source AI research assistant that breaks a question into searches, reads pages using your real logged-in Chrome browser, and writes an answer with numbered citations. Reusing a real browser session means it runs into fewer CAPTCHAs than headless tools. It's aimed at self-hosters who want an AI search assistant and are comfortable providing their own LLM API key.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of JustSearch - 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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