china-comps
Data Sources (Multi-Tier)
Tier 0 — 万得 Wind（最全面付费数据）
Tier 1 — 同花顺 iFind（付费精确数据）
Use ifind MCP when a valid IFIND_AUTH_TOKEN is configured.
ifind_get_stock_info(ticker) → Company profile, multiples
ifind_get_stock_financials(ticker, ...) → Revenue, net income, margins
ifind_search_stocks(query) → Industry-wide stock screening
Tier 2 — AkShare（免费开源数据）
Fallback when iFind is unavailable.
get_quote(ticker) → Price, PE, PB, market cap
get_financials(ticker, "income", "annual") → Revenue, net income
get_financials(ticker, "balance", "annual") → Book value
get_stock_info(ticker) → Business description
数据源模式开关: 当环境变量 IFIND_DATA_SOURCE_MODE=ifind-only 时，仅使用 iFind 数据源，禁用 AkShare 降级。
name: china-comps
description: Comparable company analysis for A-share stocks. Uses the AkShare MCP to build peer groups, pull financial data, compute valuation multiples (PE, PB, PS), and assess relative value within a Chinese industry sector. Use instead of the original comps-analysis skill when dealing with Chinese-listed equities.
china-comps
Workflow
1. Define the peer group
Start with the target stock, then use get_industry_stocks(industry="<行业名称>") to get the full peer set for that industry. Common industry names used in the 东方财富 classification:
| Industry |
Example Leaders |
| 白酒 |
{{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |
| 半导体 |
{{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |
| 电池 |
{{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |
| 银行 |
{{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |
| 证券 |
{{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |
| 保险 |
{{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |
| 医疗器械 |
{{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |
| 光伏设备 |
{{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |
| 汽车整车 |
{{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |
| 软件开发 |
{{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |
2. Pull financial data for each peer
For each ticker in the peer set:
get_quote(ticker) → price, PE, PB, market cap
get_financials(ticker, "income", "annual") → revenue, net income
get_financials(ticker, "balance", "annual") → book value, debt
get_stock_info(ticker) → business description
3. Compute standard multiples
| Multiple |
Formula |
AkShare source field |
| PE (TTM) |
Price / EPS TTM |
get_quote → 动态市盈率 |
| PB |
Price / Book Value per share |
get_quote → 市净率 |
| PS (TTM) |
Market Cap / Revenue TTM |
Compute from market cap + revenue |
| EV/EBITDA |
Enterprise Value / EBITDA |
Compute from market cap + debt - cash |
| Dividend Yield |
DPS / Price |
get_quote → 股息率 |
4. Present the comps table
Sort by market cap (largest first). Flag outliers (>2 standard deviations from mean). Include:
- Ticker, company name, price
- Market cap (亿 CNY)
- PE, PB, PS
- Revenue growth %, Net margin %
- 52-week high/low
5. Relative value assessment
- If target's PE is >1 std dev above peer mean → potentially overvalued
- If target's PE is >1 std dev below peer mean → potentially undervalued
- Flag companies with negative earnings separately
- Compare PEG ratios (PE / growth rate) when growth data is available
Notes
- All financial data from AkShare is based on Chinese accounting standards (CAS), not IFRS/US GAAP
- Chinese market has 涨跌停 limits (±10% for main board, ±20% for ChiNext/STAR)
- A-share market cap includes both circulating (流通) and non-circulating shares — check if the user wants 流通市值 or 总市值
- For cross-market comps (A-share vs HK-listed), note that A-shares typically trade at a premium
1---2name: china-comps3description: Comparable company analysis for A-share stocks. Uses AkShare MCP to build peer groups, pull financial data, compute valuation multiples (PE, PB, PS), and assess relative value within a Chinese industry sector.4---56# china-comps78## Data Sources (Multi-Tier)910### Tier 0 — 万得 Wind（最全面付费数据）11- 覆盖：A股/港美股/基金/指数/债券/宏观/研报/分析（44个工具）12- MCP 服务：`wind-mcp`（需 `WIND_API_KEY` 密钥，以 `ak_` 开头）13- 优势：全市场覆盖面最广、数据最全面、包含研报和量化分析14- 密钥申请：https://aifinmarket.wind.com.cn/#/home1516### Tier 1 — 同花顺 iFind（付费精确数据）17Use ifind MCP when a valid `IFIND_AUTH_TOKEN` is configured.1819```python20ifind_get_stock_info(ticker) → Company profile, multiples21ifind_get_stock_financials(ticker, ...) → Revenue, net income, margins22ifind_search_stocks(query) → Industry-wide stock screening23```2425### Tier 2 — AkShare（免费开源数据）26Fallback when iFind is unavailable.2728```python29get_quote(ticker) → Price, PE, PB, market cap30get_financials(ticker, "income", "annual") → Revenue, net income31get_financials(ticker, "balance", "annual") → Book value32get_stock_info(ticker) → Business description33```3435> **数据源模式开关**: 当环境变量 `IFIND_DATA_SOURCE_MODE=ifind-only` 时，仅使用 iFind 数据源，禁用 AkShare 降级。3637---38name: china-comps39description: Comparable company analysis for A-share stocks. Uses the AkShare MCP to build peer groups, pull financial data, compute valuation multiples (PE, PB, PS), and assess relative value within a Chinese industry sector. Use instead of the original comps-analysis skill when dealing with Chinese-listed equities.40---4142# china-comps4344## Workflow4546### 1. Define the peer group4748Start with the target stock, then use `get_industry_stocks(industry="<行业名称>")` to get the full peer set for that industry. Common industry names used in the 东方财富 classification:4950| Industry | Example Leaders |51|----------|-----------------|52| 白酒 | {{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |53| 半导体 | {{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |54| 电池 | {{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |55| 银行 | {{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |56| 证券 | {{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |57| 保险 | {{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |58| 医疗器械 | {{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |59| 光伏设备 | {{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |60| 汽车整车 | {{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |61| 软件开发 | {{SECTOR_LEADER}}, {{CHALLENGER_1}}, {{CHALLENGER_2}} |6263### 2. Pull financial data for each peer6465```66For each ticker in the peer set:67 get_quote(ticker) → price, PE, PB, market cap68 get_financials(ticker, "income", "annual") → revenue, net income69 get_financials(ticker, "balance", "annual") → book value, debt70 get_stock_info(ticker) → business description71```7273### 3. Compute standard multiples7475| Multiple | Formula | AkShare source field |76|----------|---------|---------------------|77| PE (TTM) | Price / EPS TTM | `get_quote` → 动态市盈率 |78| PB | Price / Book Value per share | `get_quote` → 市净率 |79| PS (TTM) | Market Cap / Revenue TTM | Compute from market cap + revenue |80| EV/EBITDA | Enterprise Value / EBITDA | Compute from market cap + debt - cash |81| Dividend Yield | DPS / Price | `get_quote` → 股息率 |8283### 4. Present the comps table8485Sort by market cap (largest first). Flag outliers (>2 standard deviations from mean). Include:86- Ticker, company name, price87- Market cap (亿 CNY)88- PE, PB, PS89- Revenue growth %, Net margin %90- 52-week high/low9192### 5. Relative value assessment9394- If target's PE is >1 std dev above peer mean → potentially overvalued95- If target's PE is >1 std dev below peer mean → potentially undervalued96- Flag companies with negative earnings separately97- Compare PEG ratios (PE / growth rate) when growth data is available9899## Notes100101- All financial data from AkShare is based on Chinese accounting standards (CAS), not IFRS/US GAAP102- Chinese market has 涨跌停 limits (±10% for main board, ±20% for ChiNext/STAR)103- A-share market cap includes both circulating (流通) and non-circulating shares — check if the user wants 流通市值 or 总市值104- For cross-market comps (A-share vs HK-listed), note that A-shares typically trade at a premium
jwangkun