Comparison
AgentCat vs Crawl4ai
Crawl4ai has more GitHub stars (85,644 vs 0). Crawl4ai was updated more recently (last commit 1d ago). Data comes straight from GitHub and refreshes daily.
AgentCat
Analytics and debugging for your MCP server — explore usage and sessions, then root-cause errors.
$
claude mcp add --transport http agentcat https://mcp.agentcat.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 | AgentCat | Crawl4ai |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 0 | 85,644 |
| Stars, last 7 days | n/a | +27 |
| Forks | 0 | 8,896 |
| Upvotes | 0 | 0 |
| Language | n/a | Python |
| License | n/a | Apache-2.0 |
| Last commit | n/a | 1d ago |
| Created | n/a | May 2024 |
| Categories | Data & analytics | Browser automation, Memory & knowledge, Data & analytics |