crawl4ai

by unclecode · MCP 服务器 · ★ 85.8k

About crawl4ai

🚀🤖 Crawl4AI: the open-source web crawler for LLMs and AI agents Latest: v0.9.4 (23 Sep 2026) · all releases → Crawl4AI turns any website into clean, LLM-ready Markdown for RAG, AI agents and data pipelines. Run the open-source web crawler and scraper yourself, free forever, or use it hosted with one key: scrape, search and extract through one API, with MCP for your agent.

aiai-agentscrawlerdata-extractionllmmarkdownmcpopen-sourceplaywrightpython

Quick Facts

Stars85,800
Forks8,921
LanguagePython
CategoryMCP 服务器
LicenseApache-2.0
Quality Score62.8882971953782/100
Open Issues263
Last Updated2026-10-19
Created2024-05-09
Platformsbrowser, mcp, python
Est. Tokens~20k

Compatible Skills

These tools work well together with crawl4ai for enhanced workflows:

  • Scrapling — semantic(0.45)+rare_topics+same_lang+similar_pop+shared_platform (60%)

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Frequently Asked Questions

What is crawl4ai?

crawl4ai is 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.. It is categorized as a MCP 服务器 with 85.8k GitHub stars.

What programming language is crawl4ai written in?

crawl4ai is primarily written in Python. It covers topics such as ai, ai-agents, crawler.

How do I install or use crawl4ai?

You can find installation instructions and usage details in the crawl4ai GitHub repository at github.com/unclecode/crawl4ai. The project has 85.8k stars and 8921 forks, indicating an active community.

What license does crawl4ai use?

crawl4ai is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

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