Financial Metrics Analysis

Prerequisites

Workflow

1. Identify Analysis Parameters

• Ticker: Stock symbol (e.g., AAPL, MSFT, GOOGL)
• Records: Number of periods to retrieve (e.g., 5 years)
• Period: FY (fiscal year) or Q (quarterly)

2. Execute Query via Octagon MCP

octagon-agent

Retrieve year-over-year growth in key income-statement items for <TICKER>, limited to <N> records and filtered by period <FY|Q>.

{
  "server": "octagon-mcp",
  "toolName": "octagon-agent",
  "arguments": {
    "prompt": "Retrieve year-over-year growth in key income-statement items for AAPL, limited to 5 records and filtered by period FY"
  }
}

3. Expected Output

4. Interpret Results

• Reading growth percentages
• Identifying trends and inflection points
• Spotting operating leverage signals
• Comparing to industry benchmarks

Example Queries

Retrieve year-over-year growth in key income-statement items for AAPL, limited to 5 records and filtered by period FY.

Retrieve year-over-year growth in key income-statement items for TSLA, limited to 8 records and filtered by period Q.

Retrieve year-over-year growth in key income-statement items for MSFT, limited to 10 records and filtered by period FY.

Key Metrics Explained

Analysis Tips

1. Revenue vs Net Income divergence: If Net Income grows faster than Revenue, the company is improving margins or reducing costs.
2. Operating leverage: When Operating Income grows faster than Revenue, fixed costs are being spread over more sales.
3. Margin compression: If Cost of Revenue grows faster than Revenue, margins are declining.
4. Consistency: Look for companies with consistent positive growth across all metrics.
5. Trend reversals: A switch from negative to positive growth often signals a turnaround.