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MCP server · RAG

Crawl4ai

by · github.com/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.

Unclaimed aiai-agentscrawlerdata-extractionllmmarkdownmcpopen-sourceplaywrightpythonragscraperweb-crawlerweb-crawlingweb-scraping
InstallView source
64Good

Scored just now · breakdown

About Crawl4ai

Crawl4ai is an MCP server published by unclecode in the RAG category: 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.

The repository has 86K stars and 0 forks, with the last commit 2 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/unclecode/crawl4ai

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Questions

About Crawl4ai

How do I install Crawl4ai?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Crawl4ai safe to use with an AI agent?

Its trust score is 64 out of 100 (good). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Crawl4ai still maintained?

Yes — the last commit was 2 days ago. The repository has 86K stars and 0 forks.