Sector Performance Snapshot

Retrieve a snapshot of market sector performance using Octagon MCP. Use when analyzing sector-wide metrics including revenue, EBITDA, net income, market cap, and enterprise value for companies within a specific sector and exchange.

octagonai 5cde0a3 5 files · 19.5 KB Updated Sep 9, 2026

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Sector Performance Snapshot

Retrieve comprehensive sector performance metrics by exchange using the Octagon MCP server.

Prerequisites

Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See references/mcp-setup.md for installation instructions.

Workflow

1. Identify Parameters

Determine your query parameters:

Date: Specific date for the snapshot
Exchange: NYSE, NASDAQ, etc.
Sector: Technology, Healthcare, Financials, etc.

2. Execute Query via Octagon MCP

Use the octagon-agent tool with a natural language prompt:

Retrieve a snapshot of market sector performance for <DATE>, filtered by exchange <EXCHANGE> and sector <SECTOR>.

MCP Call Format:

{
  "server": "octagon-mcp",
  "toolName": "octagon-agent",
  "arguments": {
    "prompt": "Retrieve a snapshot of market sector performance for 2025-02-03, filtered by exchange NASDAQ and sector Technology."
  }
}

3. Expected Output

The agent returns comprehensive sector performance data:

Metric	Value
Revenue	$29,094.00 million
EBITDA	$12,486.00 million
Net Income	$3,882.00 million
Market Cap	$113,333.57 million
Enterprise Value	$115,021.51 million
Employees	48,000
Recent Debt	$2.68 billion raised

Additional information:

Representative companies
Competitors
Growth rates (e.g., 71.05% revenue growth YoY)
Capital structure changes

Data Sources: octagon-companies-agent

4. Interpret Results

See references/interpreting-results.md for guidance on:

Analyzing sector financial health
Comparing companies within sector
Understanding valuation metrics
Evaluating growth trends

Example Queries

Specific Sector and Exchange:

Retrieve a snapshot of market sector performance for 2025-02-03, filtered by exchange NASDAQ and sector Technology.

Broad Sector View:

Get performance metrics for all Healthcare companies on NYSE.

Growth Focus:

What are the fastest growing companies in the Technology sector?

Valuation Analysis:

Show market cap and enterprise value for Financial sector on NYSE.

Sector Comparison:

Compare performance metrics of Technology vs. Healthcare sectors.

Key Performance Metrics

Revenue Metrics

Metric	Description
Revenue	Total sales/income
Revenue Growth	YoY change
Revenue per Employee	Efficiency
Revenue Distribution	Concentration

Profitability Metrics

Metric	Description
EBITDA	Operating profitability
EBITDA Margin	EBITDA / Revenue
Net Income	Bottom line profit
Net Margin	Net Income / Revenue

Valuation Metrics

Metric	Description
Market Cap	Equity value
Enterprise Value	Total firm value
EV/Revenue	Revenue multiple
EV/EBITDA	Earnings multiple

Operational Metrics

Metric	Description
Employees	Workforce size
Revenue/Employee	Productivity
Market Cap/Employee	Value per employee

Understanding Sector Metrics

Aggregate vs. Average

Type	Description
Aggregate	Sum of all companies
Average	Mean per company
Median	Middle company
Weighted	Market-cap weighted

Sector Composition

Factor	Impact on Metrics
Large-cap dominance	Skews aggregates
Diverse industries	Wide ranges
Cyclicality	Time-sensitive
Profitability mix	Margin variation

Sector Comparisons

Technology Sector Benchmarks

Metric	Typical Range
Revenue Growth	10-30%
EBITDA Margin	20-40%
Net Margin	10-25%
EV/Revenue	3-10x

Healthcare Sector Benchmarks

Metric	Typical Range
Revenue Growth	5-15%
EBITDA Margin	15-30%
Net Margin	5-15%
EV/Revenue	2-6x

Financial Sector Benchmarks

Metric	Typical Range
Revenue Growth	3-10%
Net Margin	15-30%
ROE	10-15%
P/E	10-18x

Industrial Sector Benchmarks

Metric	Typical Range
Revenue Growth	3-8%
EBITDA Margin	12-22%
Net Margin	5-12%
EV/EBITDA	8-14x

Analysis Framework

Sector Health Assessment

Indicator	Healthy	Concerning
Revenue Growth	Positive, consistent	Declining
Margins	Stable/expanding	Contracting
Cash Generation	Strong	Weak
Debt Levels	Manageable	Excessive

Comparative Analysis

Comparison	Purpose
vs. Prior Period	Trend direction
vs. Other Sectors	Relative performance
vs. Market	Alpha/beta analysis
vs. Expectations	Beat/miss assessment

Capital Structure Insights

Debt Analysis

Metric	Significance
Recent Debt Raised	Capital needs
Debt/EBITDA	Leverage level
Interest Coverage	Debt service ability
Maturity Schedule	Refinancing risk

Equity Analysis

Metric	Significance
Market Cap	Equity valuation
Shares Outstanding	Dilution
Float	Tradeable shares
Insider Ownership	Alignment

Competitor Landscape

Identifying Competitors

Method	Approach
Same Industry	Direct peers
Similar Size	Market cap range
Similar Model	Business type
Similar Geography	Regional focus

Competitive Position

Metric	What It Shows
Market Share	Industry position
Relative Size	Scale vs. peers
Relative Growth	Momentum vs. peers
Relative Margins	Efficiency vs. peers

Common Use Cases

Sector Screening

Which sectors have the strongest revenue growth?

Company Context

How does AAPL compare to the Technology sector average?

Investment Research

What are the key metrics for Healthcare sector on NYSE?

Trend Analysis

How has Technology sector profitability changed over time?

Competitive Analysis

Who are the main competitors to company X in this sector?

Analysis Tips

Use multiple metrics: Don't rely on one indicator.
Consider sector norms: Different sectors have different benchmarks.
Track trends: Point-in-time vs. direction.
Weight by size: Large companies dominate aggregates.
Look for outliers: May indicate opportunities or risks.
Combine with macro: Sector performance reflects economy.

Integration with Other Skills

Skill	Combined Use
sector-pe-ratios	Valuation context
industry-pe-ratios	Industry drill-down
income-statement	Company-specific financials
financial-metrics-analysis	Detailed company metrics
stock-performance	Price performance overlay

---name: sector-performance-snapshotdescription: Retrieve a snapshot of market sector performance using Octagon MCP. Use when analyzing sector-wide metrics including revenue, EBITDA, net income, market cap, and enterprise value for companies within a specific sector and exchange.--- # Sector Performance Snapshot Retrieve comprehensive sector performance metrics by exchange using the Octagon MCP server. ## Prerequisites Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See [references/mcp-setup.md](references/mcp-setup.md) for installation instructions. ## Workflow ### 1. Identify Parameters Determine your query parameters: - **Date**: Specific date for the snapshot - **Exchange**: NYSE, NASDAQ, etc. - **Sector**: Technology, Healthcare, Financials, etc. ### 2. Execute Query via Octagon MCP Use the `octagon-agent` tool with a natural language prompt: ``` Retrieve a snapshot of market sector performance for <DATE>, filtered by exchange <EXCHANGE> and sector <SECTOR>. ``` **MCP Call Format:** ```json { "server": "octagon-mcp", "toolName": "octagon-agent", "arguments": { "prompt": "Retrieve a snapshot of market sector performance for 2025-02-03, filtered by exchange NASDAQ and sector Technology." } } ``` ### 3. Expected Output The agent returns comprehensive sector performance data: | Metric | Value | |--------|-------| | Revenue | $29,094.00 million | | EBITDA | $12,486.00 million | | Net Income | $3,882.00 million | | Market Cap | $113,333.57 million | | Enterprise Value | $115,021.51 million | | Employees | 48,000 | | Recent Debt | $2.68 billion raised | Additional information: - Representative companies - Competitors - Growth rates (e.g., 71.05% revenue growth YoY) - Capital structure changes **Data Sources**: octagon-companies-agent ### 4. Interpret Results See [references/interpreting-results.md](references/interpreting-results.md) for guidance on: - Analyzing sector financial health - Comparing companies within sector - Understanding valuation metrics - Evaluating growth trends ## Example Queries **Specific Sector and Exchange:** ``` Retrieve a snapshot of market sector performance for 2025-02-03, filtered by exchange NASDAQ and sector Technology. ``` **Broad Sector View:** ``` Get performance metrics for all Healthcare companies on NYSE. ``` **Growth Focus:** ``` What are the fastest growing companies in the Technology sector? ``` **Valuation Analysis:** ``` Show market cap and enterprise value for Financial sector on NYSE. ``` **Sector Comparison:** ``` Compare performance metrics of Technology vs. Healthcare sectors. ``` ## Key Performance Metrics ### Revenue Metrics | Metric | Description | |--------|-------------| | Revenue | Total sales/income | | Revenue Growth | YoY change | | Revenue per Employee | Efficiency | | Revenue Distribution | Concentration | ### Profitability Metrics | Metric | Description | |--------|-------------| | EBITDA | Operating profitability | | EBITDA Margin | EBITDA / Revenue | | Net Income | Bottom line profit | | Net Margin | Net Income / Revenue | ### Valuation Metrics | Metric | Description | |--------|-------------| | Market Cap | Equity value | | Enterprise Value | Total firm value | | EV/Revenue | Revenue multiple | | EV/EBITDA | Earnings multiple | ### Operational Metrics | Metric | Description | |--------|-------------| | Employees | Workforce size | | Revenue/Employee | Productivity | | Market Cap/Employee | Value per employee | ## Understanding Sector Metrics ### Aggregate vs. Average | Type | Description | |------|-------------| | Aggregate | Sum of all companies | | Average | Mean per company | | Median | Middle company | | Weighted | Market-cap weighted | ### Sector Composition | Factor | Impact on Metrics | |--------|-------------------| | Large-cap dominance | Skews aggregates | | Diverse industries | Wide ranges | | Cyclicality | Time-sensitive | | Profitability mix | Margin variation | ## Sector Comparisons ### Technology Sector Benchmarks | Metric | Typical Range | |--------|---------------| | Revenue Growth | 10-30% | | EBITDA Margin | 20-40% | | Net Margin | 10-25% | | EV/Revenue | 3-10x | ### Healthcare Sector Benchmarks | Metric | Typical Range | |--------|---------------| | Revenue Growth | 5-15% | | EBITDA Margin | 15-30% | | Net Margin | 5-15% | | EV/Revenue | 2-6x | ### Financial Sector Benchmarks | Metric | Typical Range | |--------|---------------| | Revenue Growth | 3-10% | | Net Margin | 15-30% | | ROE | 10-15% | | P/E | 10-18x | ### Industrial Sector Benchmarks | Metric | Typical Range | |--------|---------------| | Revenue Growth | 3-8% | | EBITDA Margin | 12-22% | | Net Margin | 5-12% | | EV/EBITDA | 8-14x | ## Analysis Framework ### Sector Health Assessment | Indicator | Healthy | Concerning | |-----------|---------|------------| | Revenue Growth | Positive, consistent | Declining | | Margins | Stable/expanding | Contracting | | Cash Generation | Strong | Weak | | Debt Levels | Manageable | Excessive | ### Comparative Analysis | Comparison | Purpose | |------------|---------| | vs. Prior Period | Trend direction | | vs. Other Sectors | Relative performance | | vs. Market | Alpha/beta analysis | | vs. Expectations | Beat/miss assessment | ## Capital Structure Insights ### Debt Analysis | Metric | Significance | |--------|--------------| | Recent Debt Raised | Capital needs | | Debt/EBITDA | Leverage level | | Interest Coverage | Debt service ability | | Maturity Schedule | Refinancing risk | ### Equity Analysis | Metric | Significance | |--------|--------------| | Market Cap | Equity valuation | | Shares Outstanding | Dilution | | Float | Tradeable shares | | Insider Ownership | Alignment | ## Competitor Landscape ### Identifying Competitors | Method | Approach | |--------|----------| | Same Industry | Direct peers | | Similar Size | Market cap range | | Similar Model | Business type | | Similar Geography | Regional focus | ### Competitive Position | Metric | What It Shows | |--------|---------------| | Market Share | Industry position | | Relative Size | Scale vs. peers | | Relative Growth | Momentum vs. peers | | Relative Margins | Efficiency vs. peers | ## Common Use Cases ### Sector Screening ``` Which sectors have the strongest revenue growth? ``` ### Company Context ``` How does AAPL compare to the Technology sector average? ``` ### Investment Research ``` What are the key metrics for Healthcare sector on NYSE? ``` ### Trend Analysis ``` How has Technology sector profitability changed over time? ``` ### Competitive Analysis ``` Who are the main competitors to company X in this sector? ``` ## Analysis Tips 1. **Use multiple metrics**: Don't rely on one indicator. 2. **Consider sector norms**: Different sectors have different benchmarks. 3. **Track trends**: Point-in-time vs. direction. 4. **Weight by size**: Large companies dominate aggregates. 5. **Look for outliers**: May indicate opportunities or risks. 6. **Combine with macro**: Sector performance reflects economy. ## Integration with Other Skills | Skill | Combined Use | |-------|--------------| | sector-pe-ratios | Valuation context | | industry-pe-ratios | Industry drill-down | | income-statement | Company-specific financials | | financial-metrics-analysis | Detailed company metrics | | stock-performance | Price performance overlay |

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npx skillmds add octagonai/sector-performance-snapshot