JPStock Agent

MCP server & CLI for Japanese and Vietnamese stock market data – 111 AI tools for TSE/JPX/HOSE/HNX powered by yfinance, J-Quants, and vnstock

stocks
japan
vietnam
+2
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Highlights

  • 111 MCP tools + 99 CLI commands for quotes, TA, backtesting, ML, options, portfolio, alerts, and more
  • 3 markets: Japan (TSE/JPX), Vietnam (HOSE/HNX/UPCOM), forex, crypto, world indices
  • 24 technical indicators: RSI, MACD, Bollinger Bands, Ichimoku, Supertrend, VWAP, Fibonacci
  • 20 candlestick patterns: Hammer, Engulfing, Morning Star
  • 12 backtesting strategies with Monte Carlo, walk-forward, cost model
  • Portfolio optimization: Monte Carlo, efficient frontier, VaR/CVaR
  • ML predictions: Random Forest/Gradient Boosting
  • Options: Black-Scholes Greeks, IV surface, max pain
  • Fundamental analysis: Altman Z-score, Piotroski F-score, DCF, DuPont
  • Auth + rate limiting with tiers (free/pro/enterprise)
  • Usage analytics and revenue estimation
PlaygroundGitHubUpdated Apr 8, 2026