china-market-data

china-market-data

Data sources (multi-tier)

Tier 0 — 万得 Wind (most comprehensive paid data)

• Coverage: A-shares/Hong Kong and US stocks/funds/indices/bonds/macroeconomics/research reports/analysis (44 tools)
• MCP Service:wind-mcp(requires WIND_API_KEY key, starting with ak_ )
• Advantages: widest full-market coverage, most comprehensive data, includes research reports and quantitative analysis
• Key application:https://aifinmarket.wind.com.cn/#/home

Tier 1 — 同花顺 iFind (paid precise data)

• Coverage: stocks, funds, macroeconomic, news announcements, bonds, Hong Kong and US stocks, index sectors
• MCP Service:ifind-mcp(requires IFIND_AUTH_TOKEN key)
• Advantages: precise financial data, consensus estimates, ESG ratings, bond details, Hong Kong and US stocks, macroeconomic industry indicators
• Concurrency limits: free version 2/s, personal version 5/s, enterprise version 10/s

Tier 2 — AkShare (free open-source data)

• Coverage: A-share market quotes, financial reports, industry classification, indices
• MCP Service:akshare-mcp(no key required, start directly)
• Advantages: no concurrency limits, suitable for high-frequency batch queries

Tier 3 — News announcements (free)

• MCP Service:china-news-mcp
• Coverage: individual stock news, market headlines

Data source priority strategy

Scenario	Wind (Tier-0)	iFind (Tier-1 preferred)	AkShare (Tier-2 alternative)
Stock financial statements (income statement/balance sheet)	wind_get_stock_fundamentals	ifind_get_stock_financials	get_financials
Stock fundamentals/market quotes	wind_get_stock_basicinfo	ifind_get_stock_info	get_stock_info / get_quote
Stock quote snapshot (real-time quotes)	wind_get_stock_price_indicators	ifind_get_stock_info	get_quote
Stock K-line (OHLCV history)	wind_get_stock_kline	—	get_historical_data
Stock technical indicators	wind_get_stock_technicals	—	—
Smart stock screening	wind_search_stocks	ifind_search_stocks	search_stock(keywords only)
Shareholders/share capital structure	wind_get_stock_equity_holders	ifind_get_stock_shareholders	—
Consensus estimates/valuation	wind_get_stock_consensus	—	—
Risk indicators (Sharpe/Beta/volatility)	wind_get_risk_metrics	ifind_get_risk_indicators	—
ESG ratings	—	ifind_get_esg_data	—
Fund information/market quotes/holdings	wind_get_fund_*	ifind_search_funds / ifind_get_fund_*	get_fund_data
Macroeconomic indicators	wind_get_economic_data	ifind_search_edb → ifind_get_edb_data	—
Bond basic information	wind_get_bond_basicinfo	ifind_bond_basic_info	—
Bond market data	wind_get_bond_market_data	ifind_bond_market_data	—
Hong Kong and US stock fundamentals	wind_get_global_stock_fundamentals	ifind_global_stock_financial	—
Hong Kong and US stock basic information	wind_get_global_stock_basicinfo	ifind_global_stock_profile	—
Indices/sectors	wind_get_index_constituents	ifind_index_data / ifind_sector_data	get_index_data
News/announcements	wind_get_announcements	ifind_search_news / ifind_search_notice	get_stock_news
Financial news	wind_get_financial_news	ifind_search_trending_news	get_market_headlines
Company announcements	wind_get_company_announcements	ifind_search_notice	—
Industry classification/constituent stocks	wind_get_index_constituents	ifind_sector_data	get_industry_stocks
Market overview (gainers and losers lists)	—	—	get_market_overview
Research report search	wind_search_research	—	—
Factor/strategy analysis	wind_factor_analysis / wind_backtest	—	—
Fallback data retrieval (general data query)	wind_get_financial_data	—	—

Data Source Mode Switch (env var IFIND_DATA_SOURCE_MODE):

• wind-only (strict): Wind only, error if unavailable
• wind-fallback (recommended): Wind preferred, fallback to iFind → AkShare
• ifind-only (strict): iFind only, error if unavailable
• ifind-fallback (default): iFind preferred, fallback to AkShare
• akshare-only: AkShare only, skip Wind/iFind

Usage: export IFIND_DATA_SOURCE_MODE=ifind-only

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iFind MCP tools（mcp__ifind__*）

Stock services

Tool	Purpose
ifind_search_stocks	Natural language smart stock screening
ifind_get_stock_summary	Stock information summary
ifind_get_stock_info	Basic information / daily market quotes / technical indicators
ifind_get_stock_shareholders	Share capital structure and shareholders
ifind_get_stock_financials	Financial data and indicators
ifind_get_risk_indicators	Quantitative risk indicators
ifind_get_stock_events	Major events of listed companies
ifind_get_esg_data	ESG rating data

Fund services

Tool	Purpose
ifind_search_funds	Fund search
ifind_get_fund_profile	Fund basic information
ifind_get_fund_market_performance	Fund market quotes and performance
ifind_get_fund_ownership	Fund shares and holders
ifind_get_fund_portfolio	Fund holdings details
ifind_get_fund_financials	Fund Financial Indicators
ifind_get_fund_company_info	Fund Company Information

Macroeconomic / Industry Economic Indicators

Tool	Purpose
ifind_search_edb	Indicator Fuzzy Search (Search First, Then Query)
ifind_get_edb_data	Indicator Data Query

News Announcements

Tool	Purpose
ifind_search_news	Semantic Search of News and Information
ifind_search_notice	Semantic Search of Listed Company Announcements
ifind_search_trending_news	Hot Event News

Bonds

Tool	Purpose
ifind_bond_basic_info	Basic Bond Information
ifind_bond_market_data	Bond Quotes and Valuation
ifind_bond_financial_data	Financials of Bond Issuers
ifind_bond_special_data	Special Terms of Convertible Bonds / Credit Bonds

Hong Kong and U.S. Stocks

Tool	Purpose
ifind_search_global_stocks	Hong Kong and U.S. Stock Smart Screening
ifind_global_stock_profile	Hong Kong and U.S. Stock Basic Information
ifind_global_stock_quotes	Hong Kong and U.S. Stock Quotes
ifind_global_stock_financial	Hong Kong and U.S. Stock Financials
ifind_global_stock_events	Hong Kong and U.S. Stock Announcements and Events

Index Sectors

Tool	Purpose
ifind_index_data	Index Quotes / Technical Indicators / Valuation
ifind_sector_data	Sector Quotes / Constituent Stock Analysis

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AkShare MCP tools（mcp__akshare__*）

Tool	Purpose
search_stock	Search A-share stocks by code or name
get_quote	Real-time quote (price, PE, PB, market cap)
get_historical_data	OHLCV history (daily/weekly/monthly), forward-adjusted
get_financials	Income Statement / Balance Sheet / Cash Flow Statement
get_industry_stocks	Industry Classification & Constituent Stocks (East Money Industry)
get_index_data	Index Quotes (SSE / SZSE / ChiNext / STAR 50)
get_stock_info	Company Basic Information & Business Scope
get_market_overview	Top Gainers / Top Losers / Top Turnover
get_fund_data	Public Fund / ETF Quotes

The china-news MCP server provides:

Tool	Purpose
get_stock_news	Individual Stock News
get_market_headlines	Market Headlines

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Workflow

1. Identify the stock/security

# iFind — 自然语言选股
ifind_search_stocks(query="电子行业市值大于100亿")

# AkShare — 关键词搜索
search_stock(keyword="茅台")

2. Pull market data

# iFind — 精确财务
ifind_get_stock_financials(query="贵州茅台2024年年报的ROE、ROA、净利润增速")

# AkShare — 历史行情
get_historical_data(ticker="600519", start_date="20240101", end_date="20241231", frequency="daily")

# AkShare — 财务报表
get_financials(ticker="600519", statement_type="income", period="annual")

3. Industry / peer context

# iFind — 板块分析
ifind_sector_data(query="白酒板块的成分股个数及过去5日平均涨跌幅")

# AkShare — 行业成分
get_industry_stocks(industry="白酒")

# iFind — 指数
ifind_index_data(query="沪深300过去10个交易日的涨跌幅和收盘点数")

4. Macro / EDB indicators

# 先搜索再取数
ifind_search_edb(query="新能源汽车产量相关指标")
ifind_get_edb_data(query="新能源汽车产量当月值（202301-202506）")

5. News and sentiment

# iFind — 公告语义检索
ifind_search_notice(query="贵州茅台2024年年度报告 分红", time_start="2025-01-01", time_end="2025-12-31", size=5)

# AkShare — 个股新闻
get_stock_news(ticker="600519")

Note on data coverage

• A-shares: Full coverage via both iFind and AkShare (SH, SZ, BJ, STAR, ChiNext)
• Hong Kong stocks (Stock Connect): Full coverage by iFind; partial coverage by AkShare
• US-listed Chinese ADRs: iFind through ifind_global_stock_* coverage
• Funds: Full coverage by iFind (profile/quotes/holdings/holders); AkShare only ETF quotes
• Bonds: iFind covers credit bonds/convertible bonds/repos; AkShare needs expansion
• ESG: Provided only by iFind
• Macroeconomic: iFind EDB has the broadest coverage; AkShare has basic macroeconomic data