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Scrapfly rounds up top open-source Facebook Marketplace scrapers on GitHub for 2026

Scrapfly published a blog post listing the five best open-source Facebook Marketplace scrapers on GitHub as of 2026, along with repos to avoid.

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Open Source & Tooling Primary source analysis / significance 2

Briefing

Why it matters

Facebook Marketplace scraping is notoriously fragile due to frequent anti-bot changes and login requirements, making curated lists of actively maintained scrapers valuable for practitioners. The post helps developers avoid dead or broken repos, saving time and reducing the risk of relying on outdated tools. It also signals which approaches (e.g., Playwright-based, API wrappers) are currently viable.

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Watch next

Which of these scrapers will still be functional six months from now given Facebook's evolving anti-bot measures?

Topics: Scrapfly, Facebook Marketplace, GitHub, facebook-marketplace, web-scraping, open-source, github, scraper-roundup