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Data & Analytics
🛍️

All-Market Financial Data Hub

Query real-time and historical financial data across A-shares, HK/US stocks, ETFs, bonds, and funds using natural language. Powered by East Money (东方财富).

financial-ai-analystv1.0.0
Connecting to VM...
Connecting to VM...
npx clawhub@latest install mx-finance-data
69Stars
20.2kDownloads
11Current Installs
35All-time Installs
📦
v1.0.0Version
View Source

All-Market Financial Data Hub Skill Overview

All-Market Financial Data Hub brings the full breadth of the East Money (东方财富) database to your AI assistant. Ask questions in natural language and receive structured financial data — covering A-shares, HK/US stocks, ETFs, bonds, funds, and more — delivered as ready-to-use XLSX files. Install it to accelerate investment research, market monitoring, and financial analysis without writing a single API call.

How to Use It

Step 1: Run in your terminal or install this skill on MyClaw

npx clawhub@latest install mx-finance-data
or

Click the Install button at the top of this page for one-click setup

When to Use All-Market Financial Data Hub

Best Fit

  • You need to retrieve real-time or historical financial data for A-shares, Hong Kong stocks, US stocks, ETFs, bonds, or funds.
  • You want to compare fundamentals (revenue, net profit, PE ratio) across multiple companies or indices.
  • You are conducting earnings reviews, credit research, or industry-level analysis and need structured, auditable output files.
  • You prefer typing plain-language questions rather than constructing complex API queries or spreadsheet formulas.

When Not to Use

  • You need subjective investment advice, market commentary, or news interpretation — this skill returns structured data only, not opinions.
  • Your query involves more than 5 financial entities simultaneously; the backend caps each request at 5 entities.
  • You require data sources outside the East Money ecosystem (e.g., Bloomberg, Refinitiv, or proprietary exchange feeds).

Key Features

Multi-Market Asset Coverage

Query A-shares, Hong Kong stocks, US stocks, ETFs, mutual funds, bonds, indices, and sectors from a single skill. No need to switch between different data providers.

Real-Time Market Data (L1/L2)

Fetch live prices, bid/ask depth, change percentages, and turnover during trading hours. Supports both individual securities and broad indices like CSI 300.

Financial Statements & Valuation Metrics

Access revenue, net profit, gross margin, PE/PB ratios, and other key financial indicators for listed companies, spanning quarterly and annual reporting periods.

Natural Language Query Interface

Describe your data need in plain Chinese or English. The skill automatically identifies the entities, indicators, and time range from your question and maps them to the correct API call.

Structured File Output

Every query produces a uniquely named .xlsx data file and a companion .txt description file explaining field definitions, query logic, and any quota truncation notices — ensuring full traceability.

Up to 5 Entities Per Query

Combine multiple stocks, funds, or indices in a single request (up to 5 entities). If more are provided, the first 5 are processed and the truncation is clearly flagged in the output description file.

Use Cases

Earnings & Fundamentals Review

Ask "Show me Kweichow Moutai's revenue and net profit for the last three years" and receive a formatted XLSX with the exact figures — ideal for pre-meeting research or post-earnings audit.

Real-Time Index & Sector Monitoring

Query the current level, volume, and change of CSI 300, ChiNext, or any sector index during market hours to stay on top of intraday moves.

Peer Comparison & Industry Analysis

Compare valuation multiples or profitability ratios across up to 5 companies in the same sector, exporting results directly to a spreadsheet for further analysis.

Bond & Credit Research

Retrieve financial data for corporate bond issuers — including unlisted companies — to support credit assessment and fixed-income portfolio review.

Requirements

  • EM_API_KEY — API key from East Money MxClaw. Register at https://ai.eastmoney.com/mxClaw to obtain one. Keep this key confidential; never hard-code or log it.
  • Python 3 — Required to run the underlying data-fetching script.
  • Python packages — httpx, pandas, openpyxl (installed automatically during skill setup).
Connecting to VM...
npx clawhub@latest install mx-finance-data
69Stars
20.2kDownloads
11Current Installs
35All-time Installs
📦
v1.0.0Version
View Source

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