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/china-market-data

Query A-share and Chinese financial market data via multiple data sources. Tier-1 paid source is iFind (同花顺, covers stocks/funds/macro/bonds/HK-US/ESG/index-sectors). Tier-2 free source is AkShare (行情/财报/行业/指数). Use whenever the agent needs Chinese financial data — compatible

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claude-for-financial-services-cn
83358 skills4 agents4 MCP
Install
$ npx -y skills add jwangkun/claude-for-financial-services-cn --skill china-market-data --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/china-market-data

Context preview

The summary Claude sees to decide when to auto-load this skill.

Query A-share and Chinese financial market data via multiple data sources. Tier-1 paid source is iFind (同花顺, covers stocks/funds/macro/bonds/HK-US/ESG/index-sectors). Tier-2 free source is AkShare (行情/财报/行业/指数). Use whenever the agent needs Chinese financial data — compatible

SKILL.md

china-market-data.SKILL.md
name: china-market-data
description: Query A-share and Chinese financial market data via multiple data sources. Tier-1 paid source is iFind (同花顺, covers stocks/funds/macro/bonds/HK-US/ESG/index-sectors). Tier-2 free source is AkShare (行情/财报/行业/指数). Use whenever the agent needs Chinese financial data — compatible with 沪深 A 股, 科创板, 创业板, 北交所, and 港股通 stocks.

china-market-data

Data sources (multi-tier)

Tier 0 — 万得 Wind(最全面付费数据)

  • 覆盖:A股/港美股/基金/指数/债券/宏观/研报/分析(44个工具)
  • MCP 服务:`wind-mcp`(需 `WIND_API_KEY` 密钥,以 `ak_` 开头)
  • 优势:全市场覆盖面最广、数据最全面、包含研报和量化分析
  • 密钥申请:https://aifinmarket.wind.com.cn/#/home

Tier 1 — 同花顺 iFind(付费精确数据)

  • 覆盖:股票、基金、宏观经济、新闻公告、债券、港美股、指数板块
  • MCP 服务:`ifind-mcp`(需 `IFIND_AUTH_TOKEN` 密钥)
  • 优势:精确财务数据、一致预期、ESG评级、债券详情、港美股、宏观行业指标
  • 并发限制:免费版 2/s,个人版 5/s,企业版 10/s

Tier 2 — AkShare(免费开源数据)

  • 覆盖:A 股行情、财报、行业分类、指数
  • MCP 服务:`akshare-mcp`(无需密钥,直接启动)
  • 优势:无并发限制,适合高频批量查询

Tier 3 — 新闻公告(免费)

  • MCP 服务:`china-news-mcp`
  • 覆盖:个股新闻、市场头条

数据源优先级策略

| 场景 | Wind (Tier-0) | iFind (Tier-1 首选) | AkShare (Tier-2 备选) | |------|---------------|---------------------|----------------------| | 股票财务报表(利润表/资产负债表) | `wind_get_stock_fundamentals` | `ifind_get_stock_financials` | `get_financials` | | 股票基本面/行情 | `wind_get_stock_basicinfo` | `ifind_get_stock_info` | `get_stock_info` / `get_quote` | | 股票行情快照(实时行情) | `wind_get_stock_price_indicators` | `ifind_get_stock_info` | `get_quote` | | 股票K线(OHLCV历史) | `wind_get_stock_kline` | — | `get_historical_data` | | 股票技术指标 | `wind_get_stock_technicals` | — | — | | 智能选股 | `wind_search_stocks` | `ifind_search_stocks` | `search_stock`(仅关键词) | | 股东/股本结构 | `wind_get_stock_equity_holders` | `ifind_get_stock_shareholders` | — | | 一致预期/估值 | `wind_get_stock_consensus` | — | — | | 风险指标(夏普/Beta/波动率) | `wind_get_risk_metrics` | `ifind_get_risk_indicators` | — | | ESG 评级 | — | `ifind_get_esg_data` | — | | 基金资料/行情/持仓 | `wind_get_fund_*` | `ifind_search_funds` / `ifind_get_fund_*` | `get_fund_data` | | 宏观经济指标 | `wind_get_economic_data` | `ifind_search_edb` → `ifind_get_edb_data` | — | | 债券基本信息 | `wind_get_bond_basicinfo` | `ifind_bond_basic_info` | — | | 债券行情数据 | `wind_get_bond_market_data` | `ifind_bond_market_data` | — | | 港美股基本面 | `wind_get_global_stock_fundamentals` | `ifind_global_stock_financial` | — | | 港美股基本信息 | `wind_get_global_stock_basicinfo` | `ifind_global_stock_profile` | — | | 指数/板块 | `wind_get_index_constituents` | `ifind_index_data` / `ifind_sector_data` | `get_index_data` | | 新闻/公告 | `wind_get_announcements` | `ifind_search_news` / `ifind_search_notice` | `get_stock_news` | | 财经新闻 | `wind_get_financial_news` | `ifind_search_trending_news` | `get_market_headlines` | | 公司公告 | `wind_get_company_announcements` | `ifind_search_notice` | — | | 行业分类/成分股 | `wind_get_index_constituents` | `ifind_sector_data` | `get_industry_stocks` | | 市场概览(涨跌幅榜) | — | — | `get_market_overview` | | 研报搜索 | `wind_search_research` | — | — | | 因子/策略分析 | `wind_factor_analysis` / `wind_backtest` | — | — | | 兜底取数(通用数据查询) | `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__*`)

股票服务

| Tool | Purpose | |------|---------| | `ifind_search_stocks` | 自然语言智能选股 | | `ifind_get_stock_summary` | 股票信息摘要 | | `ifind_get_stock_info` | 基本资料 / 日频行情 / 技术指标 | | `ifind_get_stock_shareholders` | 股本结构与股东 | | `ifind_get_stock_financials` | 财务数据与指标 | | `ifind_get_risk_indicators` | 风险定量指标 | | `ifind_get_stock_events` | 上市公司重大事件 | | `ifind_get_esg_data` | ESG 评级数据 |

基金服务

| Tool | Purpose | |------|---------| | `ifind_search_funds` | 基金搜索 | | `ifind_get_fund_profile` | 基金基本资料 | | `ifind_get_fund_market_performance` | 基金行情与业绩 | | `ifind_get_fund_ownership` | 基金份额与持有人 | | `ifind_get_fund_portfolio` | 基金持仓明细 | | `ifind_get_fund_financials` | 基金财务指标 | | `ifind_get_fund_company_info` | 基金公司信息 |

宏观经济 / 行业经济指标

| Tool | Purpose | |------|---------| | `ifind_search_edb` | 指标模糊搜索(先搜再查) | | `ifind_get_edb_data` | 指标数据查询 |

新闻公告

| Tool | Purpose | |------|---------| | `ifind_search_news` | 新闻资讯语义检索 | | `ifind_search_notice` | 上市公司公告语义检索 | | `ifind_search_trending_news` | 热点事件资讯 |

债券

| Tool | Purpose | |------|---------| | `ifind_bond_basic_info` | 债券基本信息 | | `ifind_bond_market_data` | 债券行情与估值 | | `ifind_bond_financial_data` | 发债主体财务 | | `ifind_bond_special_data` | 可转债/信用债特殊条款 |

港美股

| Tool | Purpose | |------|---------| | `ifind_search_global_stocks` | 港美股智能选股 | | `ifind_global_stock_profile` | 港美股基本资料 | | `ifind_global_stock_quotes` | 港美股行情 | | `ifind_global_stock_financial` | 港美股财务 | | `ifind_global_stock_events` | 港美股公告事件 |

指数板块

| Tool | Purpose | |------|---------| | `ifind_index_data` | 指数行情 / 技术指标 / 估值 | | `ifind_sector_data` | 板块行情 / 成分股分析 |

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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` | 利润表/资产负债表/现金流量表 | | `get_industry_stocks` | 行业分类 & 成分股 (东方财富行业) | | `get_index_data` | 指数行情 (上证/深证/创业板/科创50) | | `get_stock_info` | 公司基本信息 & 业务范围 | | `get_market_overview` | 涨幅榜/跌幅榜/成交额榜 | | `get_fund_data` | 公募基金/ETF 行情 |

The **china-news** MCP server provides:

| Tool | Purpose | |------|---------| | `get_stock_news` | 个股新闻 | | `get_market_headlines` | 市场头条 |

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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

# iF
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🇨🇳 63 个 Claude Skills,为 A 股金融从业者而生 基于 Anthropic 官方 claude-for-financial-services 深度适配国内市场,现已开源。

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