Comparison
Crawl4ai vs Vibe MCP — Real Chrome, Remotely
Crawl4ai has more GitHub stars (85,664 vs 0). Crawl4ai was updated more recently (last commit 2d ago). Data comes straight from GitHub and refreshes daily.
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.
$
git clone https://github.com/unclecode/crawl4ai
Vibe MCP — Real Chrome, Remotely
Drive your real, logged-in Chrome from any MCP client — even from a remote machine, no inbound port.
$
npx -y @vibebrowser/mcp| Metric | Crawl4ai | Vibe MCP — Real Chrome, Remotely |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 85,664 | 0 |
| Stars, last 7 days | +47 | n/a |
| Forks | 8,900 | 0 |
| Upvotes | 0 | 0 |
| Language | Python | n/a |
| License | Apache-2.0 | n/a |
| Last commit | 2d ago | n/a |
| Created | May 2024 | n/a |
| Categories | Browser automation, Memory & knowledge, Data & analytics | Browser automation |