Comparison
Alpha Vantage MCP 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.
Alpha Vantage MCP
Real-time financial market data: stocks, forex, crypto, commodities, and economic indicators
$
claude mcp add --transport sse alpha-vantage-mcp https://mcp.alphavantage.co/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 | Alpha Vantage MCP | 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, Finance & crypto | Browser automation, Memory & knowledge, Data & analytics |