Comparison
Crawl4ai vs ScalpStream
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
ScalpStream
Pay-per-call data over x402: air quality, border waits, fuel prices, market research.
$
docker run -i --rm ghcr.io/dv1-321/scalpstream-mcp:v0.1.6| Metric | Crawl4ai | ScalpStream |
|---|---|---|
| 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 | Data & analytics |