ai-trader

概述

AI Trader 是一个基于 Backtrader 构建的算法交易回测专业框架。它包含强大的MCP服务器集成，使Claude等AI助手能够通过自然语言命令与交易引擎交互。该框架支持美国股票、台湾股票、加密货币和外汇等多个市场，拥有20多种内置策略和广泛的定制选项。

试试问 AI

装完之后，这里有 3 个你可以让 AI 做的事：

• run_backtest

  Run a backtest with specified strategy and parameters

  试试:Run a backtest of the CrossSMAStrategy on TSM data from 2020-2022试试:Execute a backtest with cash=1000000 and commission=0.001425
• fetch_market_data

  Download historical market data for specified symbols

  试试:Fetch Apple stock data from 2021 to 2024试试:Get Bitcoin-USD crypto data starting from 2020-01-01
• list_strategies

  List all available trading strategies

  试试:Show all available trading strategies试试:List the built-in strategies in the ai-trader framework
• manage_data_storage

  Manage cached market data storage

  试试:List all cached data试试:Clean old data from before 2020-01-01

说明：Tools were inferred from the MCP server documentation and CLI examples. The actual MCP tool names and signatures are not explicitly documented in the provided text.

可对比工具

安装

pip install ai-trader

git clone https://github.com/whchien/ai-trader.git
cd ai-trader
uv sync

python -m ai_trader.mcp

{
  "mcpServers": {
    "ai-trader": {
      "command": "python3",
      "args": ["-m", "ai_trader.mcp"],
      "cwd": "/path/to/ai-trader"
    }
  }
}

ai-trader 对比