China A-Share Market Intelligence MCP

One MCP connection that hands your AI agent the entire China A-share data stack — company financials, earnings and lockup calendars, institutional and fund holdings, smart-money signals, dragon-tiger lists (龙虎榜), block trades, northbound/southbound Stock Connect flow, IPO subscriptions, disclosures and live financial newsflashes. Unlike the open-source A-share MCP servers that require self-hosting and China routing, this is a hosted, zero-config endpoint you connect from Claude, Cursor, Windsurf, Cline or n8n in minutes. China is a structural blind spot for Western agents; the same access barrier that makes this data hard to get is what makes it defensible to own.

Tools (15)

Tool	What it returns
get_company_financials	Revenue, net profit, EPS, ROE, gross margin, YoY/QoQ growth per A-share
get_earnings_calendar	Upcoming results-disclosure dates
get_share_unlock_calendar	Lockup expiries: shares & market cap unlocking, price impact
get_smart_money_signals	Institutional score, participation %, main-force cost vs price, super-large inflow
get_institutional_holdings	Top holders by type (fund / QFII / national team / insurance) + add/trim/new
get_dragon_tiger_list	龙虎榜 abnormal-trading stocks + buy/sell seats
get_block_trades	大宗交易 block deals: price, discount, seats
get_stock_connect_flow	沪深港通 northbound & southbound flow
get_ipo_calendar	A-share IPO subscriptions (打新)
get_company_disclosures	Listed-company announcements (CNINFO)
get_financial_news	Live Chinese financial newsflashes (快讯)
get_hot_stocks	Retail-attention / popularity ranking (人气榜)
get_etf_flow	China ETF fund-flow tracker
get_insider_trades	Executive shareholding changes (高管增减持)
screen_a_shares	Screen the whole market by price/valuation/market cap

Each tool takes an optional criteria dict (filters, stock codes, dates) and a limit. See each tool's description for accepted fields.

Use cases

1. Give an AI research/analyst agent live, structured A-share data without building a scraper stack.
2. Screen and analyze Chinese listed companies (financials + holders + smart-money) conversationally.
3. Track event-driven signals — lockup expiries, IPO calendar, dragon-tiger abnormal trading, block trades.
4. Monitor capital flows — northbound/southbound Stock Connect + ETF flow + hot-stocks attention.
5. Ground an LLM in factual China-market data as a Bloomberg/Wind-style source for agents.

Connect

Add this to your MCP client config:

{
  "mcpServers": {
    "china-market-intelligence": {
      "url": "https://nexgendata--china-market-intelligence-mcp.apify.actor/mcp",
      "transport": "streamable-http"
    }
  }
}

Transport: streamable-http. Endpoint: /mcp.

Example tool call

A typical agent call to fetch one company's financials:

{ "tool": "get_company_financials", "criteria": { "securityCodes": ["600519"] }, "limit": 1 }

Representative output:

{ "code": "600519", "name": "贵州茅台", "revenue_cny": 169000000000, "net_profit_cny": 86000000000, "eps": 68.5, "roe": 0.34, "gross_margin": 0.917, "yoy_revenue_growth": 0.11 }

Other high-intent tools: get_stock_connect_flow, get_dragon_tiger_list, get_share_unlock_calendar, screen_a_shares.

Example agent prompts

• "Which mutual funds opened new positions this quarter, and in what stocks?" → get_institutional_holdings with {"holderType":"fund","changeFilter":"new"}
• "Show me Kweichow Moutai's financials and top shareholders." → get_company_financials + get_institutional_holdings with {"securityCodes":["600519"]}
• "What big lockups unlock before year-end?" → get_share_unlock_calendar with {"minUnlockMarketCapCny":1000000000}
• "What's the northbound Stock Connect flow today, and which stocks are hot?" → get_stock_connect_flow + get_hot_stocks

FAQ

How do I connect an AI agent to Chinese A-share data? Add this MCP server's /mcp endpoint (streamable-http) to your MCP client (Claude, Cursor, Windsurf, Cline, n8n) — no install or hosting.

How is this different from open-source A-share MCP servers (AKShare, Xueqiu)? Those typically require self-hosting and your own China routing / anti-bot handling. This is a hosted, zero-config endpoint with 15 packaged tools.

What data can the agent get? Financials, earnings & lockup calendars, institutional/fund holdings, smart-money signals, dragon-tiger list, block trades, Stock Connect flow, IPO calendar, disclosures, news, hot stocks, ETF flow, insider trades, and a full-market screener.

Is this a Bloomberg or Wind alternative for China? For agent-grounding it covers a comparable structured-data surface for A-shares, from open official/aggregator sources.

Which MCP clients are supported? Any MCP client supporting streamable-http — Claude, Cursor, Windsurf, Cline, n8n, and others.

Related NexGenData actors

• Eastmoney China Stock Screener
• Star Market China Stock Screener
• Chinext China Stock Screener
• China Stock Connect Flow
• China A Share Institutional Holdings