Summary
If you need Chinese market data without wrestling with exchange APIs or paid Bloomberg terminals, this is your straightforward option. Pulls real-time and historical data from Shanghai, Shenzhen, and Hong Kong exchanges, plus futures, funds, and macro indicators like GDP and CPI. The library returns everything as pandas DataFrames, which is convenient, but there's no built-in caching or rate limiting, so you'll need to handle that yourself. Best for building dashboards, backtesting strategies, or analyzing A-shares without the usual data access headaches. Just be aware it's community-maintained, so documentation quality varies and some functions may break when data sources change.
Install to Claude Code
npx -y skills add succ985/openclaw-akshare-skill --skill akshare --agent claude-codeInstalls into .claude/skills of the current project.
Agent, run crypto. Access onchain data & trade routes via 1inch.
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On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
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Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
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Integrate web data into your AI product. One API to scrape website & brand data.
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Featured
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
Try For Free →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
