AkShare Stock Data Pro
akshare-stock-pro wraps the akshare python library to fetch chinese and us equity data (spot prices, historical ohlc, financials, shareholder details, fund flows, sector breakdowns, limit-up pools, margin balances, ipos, block trades, valuation ratios, esg ratings). covers 372 endpoints across 16 data categories but lacks structured intent-action mapping and failure recovery guidance.