AKShare Market Data

Fetches free A-share, US, HK, futures, macro and forex data from AKShare.

Install

npx skills add HKUDS/Vibe-Trading --skill akshare -g -a claude-code -y

Press to copy:C Claude CodeX CodexU CursorA Ask your agent

Repository: HKUDS/Vibe-Trading37.4k
Category: Data and ML
Updated: 3d ago
License: MIT
Context cost: Lightabout 722 tokens
Runs scripts: No, instructions only

What it does

AKShare financial data aggregator (18k+ stars). Free, no API key. Covers A-shares, US, HK, futures, macro, forex. Primary fallback for tushare and yfinance.

Overview

AKShare is a completely free, open-source Python financial data library. No registration or API key required. It aggregates data from public sources (Sina, East Money, etc.) covering Chinese and global markets.

GitHub: https://github.com/akfamily/akshare (18k+ stars)
Install: pip install akshare

Quick Start

import akshare as ak

# A-share daily OHLCV (前复权)
df = ak.stock_zh_a_hist(symbol="000001", period="daily",
                         start_date="20240101", end_date="20260101", adjust="qfq")

# US stock daily
df = ak.stock_us_hist(symbol="105.AAPL", period="daily",
                       start_date="20240101", end_date="20260101", adjust="qfq")

# HK stock daily
df = ak.stock_hk_hist(symbol="00700", period="daily",
                       start_date="20240101", end_date="20260101", adjust="qfq")

Top 10 High-Frequency Interfaces

A-shares

Function	Description	Key Params
`stock_zh_a_hist()`	A-share OHLCV	symbol, period, start_date, end_date, adjust
`stock_zh_a_spot_em()`	Real-time A-share quotes	(none)
`stock_individual_info_em()`	Stock basic info	symbol
`stock_zh_a_hist_min_em()`	Intraday bars	symbol, period(1/5/15/30/60)

US / HK

Function	Description	Key Params
`stock_us_hist()`	US stock OHLCV	symbol (e.g. "105.AAPL"), period, start_date, end_date
`stock_hk_hist()`	HK stock OHLCV	symbol (e.g. "00700"), period, start_date, end_date

Macro / Forex / Futures

Function	Description
`macro_china_gdp()`	China GDP data
`macro_china_cpi()`	China CPI data
`futures_main_sina()`	Futures main contract quotes
`currency_boc_sina()`	BOC forex rates

Column Names

AKShare returns Chinese column names by default:

Read the whole SKILL.md on GitHub