Comparison
Crawl4ai vs Tickdb Unified Realtime Marketdata API
Crawl4ai has more GitHub stars (85,664 vs 864). Crawl4ai was updated more recently (last commit 5d 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
Tickdb Unified Realtime Marketdata API
TickDB: AI-native real time stock API and market data API for US/HK/CN stocks, forex, futures, crypto, indices and commodities. Skill, CLI, MCP, REST API and WebSocket. AI…
$
npx clawhub@latest install tickdb-market-data| Metric | Crawl4ai | Tickdb Unified Realtime Marketdata API |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 85,664 | 864 |
| Stars, last 7 days | +47 | n/a |
| Forks | 8,900 | 15 |
| Upvotes | 0 | 0 |
| Language | Python | Python |
| License | Apache-2.0 | MIT |
| Last commit | 5d ago | 5d ago |
| Created | May 2024 | Jan 2026 |
| Categories | Browser automation, Memory & knowledge, Data & analytics | Finance & crypto, Data & analytics |