| hummingbot | Trading | Supports Docker deployment, DEX, CEX, spot, and futures |
| freqtrade | Trading | Open-source cryptocurrency trading bot, supports strategy backtesting, paper trading, Telegram control |
| ccxt | Trading Library | Supports 100+ cryptocurrency exchange APIs, multi-language (Python/JS/PHP), provides unified calling interface |
| jesse | Quantitative Trading | Focuses on cryptocurrency strategy backtesting and research, written in Python, framework is simple and easy to use |
| vnpy | Quantitative Framework | Open-source quantitative trading framework based on Python, supports multiple markets (futures/stocks/cryptocurrency) and multi-strategy |
| OctoBot | Trading | Supports visual interface configuration, strategy backtesting, community strategy sharing, suitable for beginners |