QuantDinger

概述

QuantDinger 是一个全面的自我托管量化平台，结合了 AI 辅助研究、Python 原生策略、回测和实时交易功能。它通过 Agent Gateway 提供 MCP 服务器集成，使 AI 代理能够访问市场数据、管理策略、运行回测和执行交易。该平台支持多种经纪商，包括加密货币、IBKR 股票、MT5 外汇和 Alpaca，并具有多用户支持、通知和计费系统等功能。它提供云端和本地托管部署选项，带有预构建的用户界面，只需最少的设置即可使用。

试试问 AI

装完之后，这里有 3 个你可以让 AI 做的事：

• read_market_data

  Get market data for various assets including crypto, stocks, and forex

  试试:Show me the current BTC price试试:Get stock market data for AAPL试试:Display EUR/USD forex rates
• run_backtest

  Execute a backtest on a trading strategy with historical data

  试试:Backtest my moving average strategy on ETH/USD试试:Run a backtest for my RSI strategy on Apple stock试试:Test my forex strategy with historical data
• create_strategy

  Create a new trading strategy using Python or built-in indicators

  试试:Create a strategy that buys when RSI is below 30试试:Build a moving average crossover strategy试试:Generate a mean reversion strategy for forex trading
• analyze_asset

  Perform AI analysis on an asset with insights and predictions

  试试:Analyze Bitcoin for potential trading opportunities试试:Provide insights on Tesla stock fundamentals试试:Analyze forex market trends for USD/JPY
• execute_trade

  Execute paper trading orders on various exchanges

  试试:Place a buy order for 0.1 BTC at current market price试试:Sell 100 shares of AAPL at market price试试:Open a long position for EUR/USD with 5x leverage
• list_strategies

  List all available trading strategies in the system

  试试:Show me all my trading strategies试试:List available strategies for backtesting试试:Display all active trading bots
• get_performance_metrics

  Retrieve performance metrics for a strategy or portfolio

  试试:Show me the performance metrics of my BTC strategy试试:Calculate Sharpe ratio for my portfolio试试:Display drawdown analysis for my trading strategy
• optimize_parameters

  Optimize strategy parameters using historical data

  试试:Optimize my moving average parameters for best results试试:Find the best RSI settings for my strategy试试:Tune my MACD strategy parameters for maximum returns
• create_watchlist

  Create a watchlist to monitor specific assets

  试试:Create a watchlist for my crypto assets试试:Set up a watchlist for tech stocks试试:Make a forex watchlist with major pairs
• get_indicator_values

  Get calculated indicator values for an asset

  试试:Calculate RSI for BTC with 14-day period试试:Show me the moving averages for ETH试试:Display Bollinger Bands for S&P 500
• set_risk_parameters

  Configure risk management parameters for trading

  试试:Set my maximum position size to 2% of portfolio试试:Configure stop-loss at 5% below entry price试试:Set my daily loss limit to $1000
• query_market_opportunities

  Query AI-generated market opportunities and insights

  试试:Show me today's market opportunities试试:Find undervalued stocks in the tech sector试试:Identify forex pairs with strong momentum

说明：Inferred from MCP server documentation and AI integration section. The actual tool names and parameters are not explicitly listed in the README but are implied from the MCP server functionality and agent gateway capabilities.

可对比工具

安装

git clone https://github.com/brokermr810/QuantDinger.git && cd QuantDinger && cp backend_api_python/env.example backend_api_python/.env && chmod +x scripts/generate-secret-key.sh && ./scripts/generate-secret-key.sh && docker-compose up -d --build

{
  "mcpServers": {
    "quantdinger": {
      "command": "uvx",
      "args": ["quantdinger-mcp"],
      "env": {
        "QUANTDINGER_BASE_URL": "http://localhost:8888",
        "QUANTDINGER_AGENT_TOKEN": "qd_agent_xxxxxxxx"
      }
    }
  }
}

Hacker News 讨论

开发者社区最近的相关讨论。

• Show HN: QuantDinger – A local-first, open-source AI quant trading workspace▲ 2💬 2
  帖子 by quantdinger · 2026-01-02

QuantDinger 对比