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akshare

Access financial data for stocks, funds, futures, and macro indicators via AKShare.

Updated Jul 3, 2026
Search Tags:#financial data#akshare#stock data#fund data#macroeconomic data
One-click install
npx skills add https://github.com/077tan/yun-skill --skill akshare-077tan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: akshare
Source: https://github.com/077tan/yun-skill/tree/main/akshare
Command: npx skills add https://github.com/077tan/yun-skill --skill akshare-077tan

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires akshare, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a streamlined interface to access a wide range of financial data, including stocks, funds, futures, and macroeconomic indicators, saving users time and effort in data retrieval and analysis.

Core Features & Use Cases

  • Financial Data Access: Offers access to A-share, H-share, US stock, fund, futures, bond, foreign exchange, and macroeconomic data.
  • Real-time and Historical Data: Provides both real-time and historical data for various financial instruments.
  • Use Case: For instance, users can fetch historical stock prices, real-time index data, or fund performance data with a few simple commands.

Quick Start

To get the latest version of the AKShare library, use the command: pip install akshare --upgrade

Frequently Asked Questions about akshare

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I retrieve historical stock prices for Chinese and US markets using Python?▼

You can retrieve historical stock prices for China, Hong Kong, and the United States by using the AKShare library in Python, which provides a streamlined interface for fetching historical financial data.

Can I fetch real-time index and fund performance data for A-shares?▼

Yes, AKShare supports real-time data retrieval for various financial instruments, allowing you to fetch real-time index and fund performance data for A-shares.

What macroeconomic data is available through the AKShare Python library?▼

AKShare provides access to macroeconomic indicators alongside stocks, funds, futures, bonds, and foreign exchange data, suitable for comprehensive financial analysis and data-driven decision-making.

Do I need Python to access futures and bond market data with AKShare?▼

Yes, Python is required to use the AKShare library, which enables access to futures, bond, and foreign exchange data for financial analysis.

How do I install and upgrade the AKShare library to start pulling financial data?▼

To install or upgrade the AKShare library for pulling financial data, run the command `pip install akshare --upgrade` in your Python environment.

What is the best way to access comprehensive financial data without building custom scrapers?▼

Using AKShare is an efficient way to access comprehensive financial data across China, Hong Kong, and the US markets without building custom scrapers, saving significant time in data retrieval.

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