unclecode/crawl4ai
Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.
Latest metrics (snapshot 2026-10-14)
| stars | 85534 |
|---|---|
| forks | 8879 |
| issues | 211 |
| pushed_at | 2026-10-14T10:33:08Z |
History
History chart: 1 daily snapshot so far (archive started 2026-10-14). The line fills in as the daily archive grows; full series via the API.
| Date | GitHub stars |
|---|---|
| 2026-10-14 | 85534 |
ADC Momentum: 72/100
| Growth velocity | 86 |
|---|---|
| Consistency | 69 |
| Recency | 98 |
| Agent demand | 0 |
| Basis | bootstrap |
ADC Momentum (0-100) = 45% growth velocity (stars/likes gained per day in our daily archive, relative and absolute, percentile-ranked within the category) + 20% consistency (share of recent days with growth) + 20% recency (latest push/update/release, decaying) + 15% agent demand (how often AI agents looked it up via our API/MCP this week). MCP servers use release cadence; LLMs use price cuts, context and recency. Recomputed daily; scores marked "bootstrap" use lifetime rates until the archive has enough days. Method
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[](https://agentdataco.com/repo/unclecode/crawl4ai)<a href="https://agentdataco.com/repo/unclecode/crawl4ai"><img src="https://agentdataco.com/badge/repo/unclecode/crawl4ai.svg" alt="ADC Momentum"></a>Details
| description | Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. |
|---|---|
| url | https://github.com/unclecode/crawl4ai |
| language | Python |
| license | Apache-2.0 |
| topics | ai ai-agents crawler data-extraction llm markdown mcp open-source playwright python rag scraper |
| created_at | 2024-05-09T09:48:50Z |
| homepage | https://crawl4ai.com |
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