// Retrieve analyst financial estimates including Revenue and EPS projections with low/high ranges and analyst coverage. Use when analyzing forward expectations, consensus estimates, valuation inputs, or comparing projections to historical performance.
Generate deep research reports on prediction market events using the Octagon Prediction Markets Agent. Combines real-time Kalshi market data with AI-driven analysis to surface price drivers, compare market vs. model probabilities, and identify potential mispricings across 120+ active markets.
Retrieve year-over-year growth in balance sheet items including Total Assets, Total Liabilities, Shareholders Equity, Cash, and Inventories. Use when analyzing company financial position trends, capital structure changes, or liquidity management.
Retrieve detailed balance sheet statement data including Total Assets, Current Assets, Non-Current Assets, Liabilities, Equity, and Net Debt for public companies. Use when analyzing financial position, capital structure, or leverage metrics.
Retrieve market capitalization data for multiple companies at once using Octagon MCP. Use when comparing valuations across peers, screening by market cap, or analyzing a portfolio's composition by company size.
Retrieve year-over-year growth in cash flow metrics including Operating Cash Flow, Free Cash Flow, and Net Cash Flow. Use when analyzing company cash generation trends, capital allocation efficiency, or liquidity trajectory.
Retrieve real-time or historical cash flow statement data including Net Income, Operating Cash Flow, Investing Cash Flow, Financing Cash Flow, Free Cash Flow, and Cash Position for public companies. Use when analyzing cash generation, capital allocation, or liquidity trends.
| name | analyst-estimates |
| description | Retrieve analyst financial estimates including Revenue and EPS projections with low/high ranges and analyst coverage. Use when analyzing forward expectations, consensus estimates, valuation inputs, or comparing projections to historical performance. |
Retrieve analyst financial estimates for public companies using Octagon MCP.
Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See references/mcp-setup.md for installation instructions.
Retrieve analyst financial estimates for <TICKER> for the annual period, limited to <N> records on page 0.
MCP Call:
{
"server": "octagon-mcp",
"toolName": "octagon-agent",
"arguments": {
"prompt": "Retrieve analyst financial estimates for AAPL for the annual period, limited to 10 records on page 0"
}
}
The agent returns a table with analyst estimates across future periods:
| Fiscal Year Ending | Revenue Estimate (Low to High) | Revenue Avg | EPS Estimate (Low to High) | EPS Avg | # Revenue Analysts | # EPS Analysts |
|---|---|---|---|---|---|---|
| 2030-09-27 | $540.64B - $600.88B | $566.24B | $12.01 - $13.78 | $12.77 | 9 | 6 |
| 2029-09-27 | $520.95B - $578.99B | $545.62B | $10.62 - $12.17 | $11.28 | 13 | 6 |
| 2028-09-27 | $515.19B - $520.48B | $517.84B | $8.96 - $11.18 | $10.20 | 18 | 15 |
| 2027-09-27 | $474.27B - $531.94B | $490.97B | $8.41 - $9.77 | $9.23 | 31 | 30 |
| 2026-09-27 | $445.03B - $483.54B | $460.35B | $7.84 - $8.92 | $8.42 | 24 | 29 |
Data Source: octagon-financials-agent
After receiving data, generate observations:
| Metric | Definition |
|---|---|
| Revenue Estimate (Low to High) | Range of analyst revenue projections |
| Revenue Avg | Consensus average revenue estimate |
| EPS Estimate (Low to High) | Range of analyst EPS projections |
| EPS Avg | Consensus average EPS estimate |
| # Revenue Analysts | Number of analysts providing revenue estimates |
| # EPS Analysts | Number of analysts providing EPS estimates |
Implied CAGR = (Future Estimate / Current)^(1/Years) - 1
Example: ($566B / $416B)^(1/5) - 1 = 6.4% revenue CAGR
Dispersion = (High - Low) / Average × 100
Forward P/E = Current Price / EPS Estimate
Use for valuation relative to growth expectations.
Track changes over time:
Use estimates for:
Compare:
Compare estimates to:
Based on results, suggest deeper analysis: