Comparison
Crawl4ai vs Polar Analytics
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
Polar Analytics
The AI data platform for commerce: Shopify, Amazon, ads and Klaviyo data with metrics defined once.
$
claude mcp add --transport http polar-analytics https://api.polaranalytics.com/mcp| Metric | Crawl4ai | Polar Analytics |
|---|---|---|
| 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 |