Comparison
Cerberus Index vs Crawl4ai
Crawl4ai has more GitHub stars (85,664 vs 0). Crawl4ai was updated more recently (last commit 4d ago). Data comes straight from GitHub and refreshes daily.
Cerberus Index
XRPL token rug-checks, issuer reputation & AMM data for AI agents. Pay-per-call USDC via x402.
$
claude mcp add --transport http cerberus-index https://cerberusindex.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 | Cerberus Index | 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 | 4d ago |
| Created | n/a | May 2024 |
| Categories | Data & analytics | Browser automation, Memory & knowledge, Data & analytics |