MuckScraper

Self-hosted news aggregator that scores outlet bias and summarizes stories with a local LLM

Webfreeglobal

MuckScraper is a self-hosted news aggregator that groups related articles from multiple sources into one story, scores outlet bias, and generates local AI summaries. It is aimed at readers who want to see how a story is framed differently across outlets without relying on a third-party news app.

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Full match profile

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