{"repo":"whchien/ai-trader","free":true,"listed":false,"github":"https://github.com/whchien/ai-trader","clone":"git clone https://github.com/whchien/ai-trader.git","description":"Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and an integrated MCP server for professional traders.","language":"Python","stars":1056,"topics":["ai","algorithmic-trading","backtrader","portfolio-management","stock-price-prediction","trading","ai-agents","cli","mcp","mcp-server"],"license":"GPL-3.0","category":"trading","readme_excerpt":"AI-Trader 中文版說明 (Chinese Subpage) A professional, config-driven backtesting framework for algorithmic trading, built on Backtrader. Seamlessly test, optimize, and integrate trading strategies with Large Language Models (LLMs) across stocks, crypto, and forex markets. Key Features - Config-Driven Workflows : Define and manage backtests with version-controllable YAML files for reproducible results. - Seamless LLM Integration : Built-in MCP (Model Context Protocol) server allows AI assistants like Claude to run backtests, fetch data, and analyze strategies. - Multi-Market Support : Test strategies on US stocks, Taiwan stocks, cryptocurrencies, and forex. - Extensive Strategy Library : Comes with over 20 built-in strategies, from classic indicators to advanced adaptive models. - Powerful CLI : A rich command-line interface to run backtests, fetch market data, and list strategies. - Developer Friendly : Easily create and test custom strategies with simple helpers and a clear structure. Quick Start 1. Installation Option A: Install from PyPI (Recommended for using the CLI) Use this if you want to: - Use the CLI commands: ai-trader run , ai-trader fetch , ai-trader quick - Run backtests on your own data files - Use as a library in your Python projects Option B: Install from Source (Recommended for examples and config templates) Use this if you want to: - Run the config-based examples in config/backtest/ - Use the example data files in data/ - Run the example scripts in scripts/examp","default_branch":null,"files":null,"tree":[],"storefront":"/r/whchien","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/whchien/ai-trader/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}