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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.

GitHub ↗Website ↗Apache-2.0๐Ÿค– Agent

At a glance

Is this tool relevant to you?

What it does

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.

May suit

People who want an AI system to plan or carry out multi-step tasks.

Before you try it

The repository reports a Apache-2.0 license. Setup difficulty and device support still need to be checked upstream.

Evidence & freshness

What we know, and how recently we checked

Verified snapshotยท 2026-10-04 09:19 UTC

Core repository facts were fetched from GitHub and passed the catalog quality checks at the displayed source timestamp.

Source
Verified GitHub snapshot
Checked
2026-10-04 09:19 UTC
Snapshot evidence level
High confidence
Maintenance signal
Healthy66/100

Generally healthy automated signals, with some areas worth checking in the breakdown.

The health score is an automated maintenance signal, not a security audit or a guarantee that the tool fits your needs.

How verification and health scoring work

Catalog-verified records use a timestamped GitHub snapshot that passed source and completeness checks. Basic listings come from the wider automated sync and have not yet passed that stronger verification path.

Health combines recent activity, commit frequency, issue handling, contributor depth, release cadence, documentation, and community signals. Missing evidence lowers how much confidence you should place in the number.

Read the full methodology โ†’
โญ
84.7K
Stars
๐Ÿด
8.8K
Forks
๐Ÿ‘ฅ
95
Contributors
๐Ÿ’š
Healthy66/100
Health Score

Star History

Not enough data for chart

Health Score Breakdown

Star Momentum
0
Commit Frequency
53
Issue Health
80
Contributors
100
Release Cadence
80
Documentation
100
Community Signal
100

Project Info

Language
Python
License
Apache-2.0
Last Commit
2026-09-25 06:37 UTC
Last Release
v0.9.4 (2026-09-23 12:14 UTC)
Open Issues
226
Bus Factor
9
Commits/Week
10.6
Avg Issue Close
6.2 days
aiai-agentscrawlerdata-extractionllmmarkdownmcpopen-sourceplaywrightpythonragscraperweb-crawlerweb-crawlingweb-scraping

Project Badge

Embed a live health badge in a README or docs page.

crawl4ai AI Tools Scout badge
[![AI Tools Scout](https://ai-tools-scout.com/api/badge/crawl4ai?metric=health&style=shield)](https://ai-tools-scout.com/projects/crawl4ai)

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