mx-data

Query financial market data via natural language and export results to Excel and JSON.

Updated May 19, 2026
One-click install
npx skills add https://github.com/swf2020/hello-agents --skill mx-data-swf2020
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: mx-data
Source: https://github.com/swf2020/hello-agents/tree/main/Co-creation-projects/lcyting-StockSage-agent/skills/%E9%87%91%E8%9E%8D%E6%95%B0%E6%8D%AE/mx-data
Command: npx skills add https://github.com/swf2020/hello-agents --skill mx-data-swf2020

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the problem of getting reliable, up-to-date financial figures by querying authoritative Eastmoney data instead of relying on the model’s outdated internal knowledge.

Core Features & Use Cases

  • Real-time & market data: Query stock, industry, sector, index, fund, and bond行情数据,包括主力资金流向、估值等。
  • Financial statements & company facts: Retrieve company基本信息、财务指标、高管信息、主营业务、股东结构、融资情况等。
  • Relationship & operating data: Explore关联关系(证券/股东/高管)以及企业经营相关数据,适合研究与尽调场景。
  • Structured outputs: Exports results to Excel (multi-sheet) plus a human-readable description file, and also saves the raw JSON for follow-up processing.

Use case example: Ask for “贵州茅台近三年净利润和营业收入”,then use the generated Excel to compare multi-year performance without manual data collection.

Quick Start

Run the mx-data skill by querying your question in natural language, for example: ask it to fetch “贵州茅台今日收盘价和涨跌幅”.

Frequently Asked Questions about mx-data

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

FAQPage Schema
How do I query real-time stock quotes and financial statements using natural language?

You can query real-time stock quotes and financial statements using natural language by running this Skill, which fetches authoritative data and returns structured results in multi-sheet Excel and raw JSON formats.

Can I retrieve multi-year financial data like net profit and revenue for a specific company?

Yes, you can retrieve multi-year financial data such as net profit and revenue for a specific company by asking a natural language question, and the Skill exports the results to Excel for easy comparison.

Do I need an API key to fetch market quotes and fundamentals data?

Yes, you need to set an MX_APIKEY environment variable to fetch market quotes and fundamentals data, as the Skill requires this key to access authoritative data sources.

What is the best way to research equity and manager relationship data for due diligence?

The best way to research equity and manager relationship data for due diligence is to query the Skill in natural language, which retrieves operating data and relationship structures and saves them as structured files.

Does this tool export financial data to Excel for downstream processing?

Yes, this tool exports financial data to multi-sheet Excel files and also saves a raw JSON payload, providing structured outputs for downstream processing and analysis.

Why does my financial data query return outdated information from the model?

Model knowledge becomes outdated, but querying this Skill retrieves reliable, up-to-date financial figures from authoritative Eastmoney data instead of relying on the model's internal knowledge base.