Comparison
Aiqaramba vs Crawl4ai
Crawl4ai has more GitHub stars (85,664 vs 0). Crawl4ai was updated more recently (last commit 3d ago). Data comes straight from GitHub and refreshes daily.
Aiqaramba
Browser-based QA for AI-built software. Test pages with real browsers via agents.
$
claude mcp add --transport http aiqaramba https://mcp.aiqaramba.com/mcp
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| Metric | Aiqaramba | Crawl4ai |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 0 | 85,664 |
| Stars, last 7 days | n/a | +47 |
| Forks | 0 | 8,900 |
| Upvotes | 0 | 0 |
| Language | n/a | Python |
| License | n/a | Apache-2.0 |
| Last commit | n/a | 3d ago |
| Created | n/a | May 2024 |
| Categories | Browser automation, Dev tools | Browser automation, Memory & knowledge, Data & analytics |