Comparison
Akshare vs Crawl4ai
Crawl4ai has more GitHub stars (87,144 vs 23,270). Akshare was updated more recently (last commit 4h ago). Data comes straight from GitHub and refreshes daily.
Akshare
AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
$
claude mcp add aktools -- uvx --from aktools aktools-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 | Akshare | Crawl4ai |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 23,270 | 87,144 |
| Stars, last 7 days | +49 | +366 |
| Forks | 3,566 | 9,079 |
| Upvotes | 0 | 0 |
| Language | Python | Python |
| License | MIT | Apache-2.0 |
| Last commit | 4h ago | 5h ago |
| Created | Oct 2019 | May 2024 |
| Categories | Finance & crypto, Data & analytics | Browser automation, Memory & knowledge, Data & analytics |