ScrapeGraphAI/Scrapegraph-ai

★32,316Python🇺🇸 North AmericaMIT⑂ 3,311Issue 9Updated Oct 6, 2026

Python scraper based on AI

LLM-driven scraping pipelines that extract data by description, not selectors — ScrapeGraphAI builds web scraping pipelines using LLMs and graph logic instead of hand-written selectors. You describe what data you want from a site or local document (XML, HTML, JSON, Markdown), and it extracts it automatically. Useful for developers who need resilient extraction without maintaining fragile scraping rules, with integrations across Python/Node.js frameworks.

Data & databasesai-crawlerai-scrapingai-searchcrawlerdata-extractionfirecrawl-alternativelarge-language-modelllm markdown ragscrapingscraping-pythonweb-crawlerweb-crawlersweb-dataweb-data-extractionweb-scraperweb-scrapingweb-searchwebscraping

Metrics

Relative growth (7d)+1%Growth over the last 7 days relative to size

Acceleration-32%Change in growth pace from the week before

Attention34The three metrics scaled to 0–100 and combined

Retention can be computed 30 days after a repository first trends (it isn't shown until then). See About for how each metric is defined.

Star growth and Trending appearances (last 30 days)

First listed+65★/dayDaily

Sep 30, 2026Oct 29, 2026

Bands mark days on the trending list (darker = higher rank)

Daily trending ranks as a table (1 days)

Date	Daily
Oct 21, 2026	python #16 +56

Created Jan 28, 2024 · First on trending Oct 21, 2026

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Rank within crawler

#	Repository	★
1	firecrawl/firecrawl	196,448
2	D4Vinci/Scrapling	90,220
3	ScrapeGraphAI/Scrapegraph-ai	32,316
4	feder-cr/invisible_playwright_mcp	31,778
5	apify/crawlee	26,283
6	projectdiscovery/katana	17,759
7	s0md3v/Photon	13,310
8	Tuhinshubhra/RED_HAWK	3,798
9	Autumn-27/ScopeSentry	2,189
10	iudicium/pryingdeep	620

See all crawler repositories →

Metrics

Star growth and Trending appearances (last 30 days)

Other notable repositories in the same category (Data & databases)

Rank within crawler

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