Comparison
Crawl4ai vs Horizon Shield
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.
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
Horizon Shield
Buyer-side fair-price checks for Japanese renovation quotes; cost data is on a separate server.
$
claude mcp add --transport http horizon-shield https://mcp.horizonshield.dev/mcp| Metric | Crawl4ai | Horizon Shield |
|---|---|---|
| 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 | 3d ago | n/a |
| Created | May 2024 | n/a |
| Categories | Browser automation, Memory & knowledge, Data & analytics | Data & analytics |