financial-growth
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ChineseFinancial Growth
财务增长
Retrieve and analyze comprehensive year-over-year growth in key financial metrics for public companies using Octagon MCP.
使用Octagon MCP获取并分析上市公司关键财务指标的全面同比增长数据。
Prerequisites
前提条件
Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See references/mcp-setup.md for installation instructions.
确保已在你的AI Agent（Cursor、Claude Desktop、Windsurf等）中配置Octagon MCP。安装说明请参阅references/mcp-setup.md。
Query Format
查询格式
Retrieve year-over-year growth in key financial metrics for <TICKER>, limited to <N> records and filtered by period <FY|Q>.MCP Call:
json
{
"server": "octagon-mcp",
"toolName": "octagon-agent",
"arguments": {
"prompt": "Retrieve year-over-year growth in key financial metrics for AAPL, limited to 5 records and filtered by period FY"
}
}Retrieve year-over-year growth in key financial metrics for <TICKER>, limited to <N> records and filtered by period <FY|Q>.MCP调用：
json
{
"server": "octagon-mcp",
"toolName": "octagon-agent",
"arguments": {
"prompt": "Retrieve year-over-year growth in key financial metrics for AAPL, limited to 5 records and filtered by period FY"
}
}Output Format
输出格式
The agent returns a comprehensive table with YoY growth percentages:
| Fiscal Year | Revenue Growth (%) | Gross Profit Growth (%) | Operating Income Growth (%) | Net Income Growth (%) | EPS Growth (%) | Free Cash Flow Growth (%) |
|---|---|---|---|---|---|---|
| 2025 | 6.43% | 8.04% | 7.98% | 19.50% | 22.59% | -5.73% |
| 2024 | 2.02% | 6.82% | 7.80% | -3.36% | -0.81% | 6.98% |
| 2023 | -2.80% | -0.96% | -4.30% | -2.81% | 0.16% | -10.64% |
| 2022 | 7.79% | 11.74% | 9.63% | 5.41% | 8.47% | 19.89% |
| 2021 | 33.26% | 45.62% | 64.36% | 64.92% | 71.30% | 26.70% |
Data Source: octagon-financials-agent
Agent会返回包含同比增长率的综合表格：
| 财年 | Revenue Growth (%) | Gross Profit Growth (%) | Operating Income Growth (%) | Net Income Growth (%) | EPS Growth (%) | Free Cash Flow Growth (%) |
|---|---|---|---|---|---|---|
| 2025 | 6.43% | 8.04% | 7.98% | 19.50% | 22.59% | -5.73% |
| 2024 | 2.02% | 6.82% | 7.80% | -3.36% | -0.81% | 6.98% |
| 2023 | -2.80% | -0.96% | -4.30% | -2.81% | 0.16% | -10.64% |
| 2022 | 7.79% | 11.74% | 9.63% | 5.41% | 8.47% | 19.89% |
| 2021 | 33.26% | 45.62% | 64.36% | 64.92% | 71.30% | 26.70% |
数据来源： octagon-financials-agent
Key Insights Pattern
关键洞察框架
After receiving data, generate insights:
- Peak performance years: Identify years with highest growth across all metrics
- Earnings vs cash flow divergence: Compare Net Income growth to FCF growth
- Margin trends: Compare Gross Profit and Operating Income growth to Revenue
- EPS enhancement: Note when EPS growth exceeds Net Income growth (buybacks)
- Challenging periods: Flag years with broad-based declines
获取数据后，生成以下洞察：
- 业绩峰值年份：找出所有指标均实现最高增长的年份
- 盈利与现金流背离：对比Net Income增长与FCF增长情况
- 利润率趋势：对比Gross Profit和Operating Income增长与Revenue增长的关系
- EPS提升分析：注意EPS增长超过Net Income增长的情况（通常源于股票回购）
- 业绩低迷期：标记多个指标普遍下滑的年份
Metrics Reference
指标参考
| Metric | Definition |
|---|---|
| Revenue Growth | YoY change in total sales |
| Gross Profit Growth | YoY change in Revenue minus COGS |
| Operating Income Growth | YoY change in income from operations |
| Net Income Growth | YoY change in bottom-line profit |
| EPS Growth | YoY change in earnings per share |
| Free Cash Flow Growth | YoY change in operating cash flow minus capex |
| 指标 | 定义 |
|---|---|
| Revenue Growth | 总销售额的同比变化 |
| Gross Profit Growth | Revenue减去COGS（销货成本）的同比变化 |
| Operating Income Growth | 营业利润的同比变化 |
| Net Income Growth | 净利润（最终利润）的同比变化 |
| EPS Growth | 每股收益的同比变化 |
| Free Cash Flow Growth | 经营现金流减去资本支出的同比变化 |
Analysis Tips
分析技巧
Exceptional Growth Years
高增长异常年份
When all metrics show double-digit growth:
- Identify specific drivers (new products, markets, pricing)
- Assess sustainability of growth rate
- Compare to industry and competitors
当所有指标均实现两位数增长时：
- 识别具体驱动因素（新产品、新市场、定价策略等）
- 评估增长速度的可持续性
- 与行业及竞争对手进行对比
Earnings Quality Check
盈利质量核查
When Net Income Growth >> Free Cash Flow Growth:
- Potential working capital build
- Aggressive revenue recognition
- One-time items boosting earnings
- Investigate cash conversion
当Net Income增长远高于Free Cash Flow增长时：
- 可能存在营运资金积压
- 激进的收入确认政策
- 一次性项目推高盈利
- 需调查现金转换情况
Share Buyback Impact
股票回购影响
When EPS Growth > Net Income Growth:
- Active share repurchase program
- Check shares outstanding trend
- Assess capital allocation priorities
当EPS增长超过Net Income增长时：
- 公司正在实施积极的股票回购计划
- 核查已发行股份的趋势
- 评估资本配置优先级
Margin Expansion
利润率扩张
When Operating Income Growth > Revenue Growth:
- Operating leverage at work
- Cost discipline showing results
- Pricing power in action
当Operating Income增长超过Revenue增长时：
- 经营杠杆在发挥作用
- 成本管控初见成效
- 公司具备定价权
Contraction Periods
业绩收缩期
When multiple metrics decline:
- Identify root cause (demand, competition, costs)
- Check if industry-wide or company-specific
- Look for recovery signals in subsequent periods
当多个指标出现下滑时：
- 识别根本原因（需求不足、竞争加剧、成本上升等）
- 核查是行业普遍现象还是公司个体问题
- 关注后续时期的复苏信号
Follow-up Queries
后续查询建议
Based on results, suggest deeper analysis:
- "What factors contributed to the significant [YEAR] growth spike?"
- "How did the [YEAR] downturn impact [COMPANY]'s long-term strategy?"
- "What explains the [YEAR] net income growth despite lower free cash flow?"
- "Compare [COMPANY]'s growth metrics to [PEER1] and [PEER2]"
基于分析结果，可提出以下深度分析问题：
- "哪些因素导致了[年份]的显著增长峰值？"
- "[年份]的业绩下滑对[公司]的长期战略有何影响？"
- "为何[年份]净利润增长但自由现金流却下降？"
- "对比[公司]与[同行1]、[同行2]的增长指标"