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Historical Financial Ratings

skill-octagonai-skills-historical-financial-ratings · by OctagonAI

Retrieve historical financial ratings and key metric scores over time using Octagon MCP. Use when analyzing overall ratings, return on assets, return on equity, discounted cash flow scores, debt-to-equity scores, and letter grades (A+, A, B, etc.) for any public company.

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Install

$ agentstack add skill-octagonai-skills-historical-financial-ratings

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

Historical Financial Ratings

Retrieve and analyze historical financial ratings and key metric scores over time for public companies 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 Analysis Parameters

Determine the following before querying:

  • Ticker: Stock symbol (e.g., NVDA, AAPL, MSFT)
  • Records: Number of historical data points to retrieve (e.g., 100, 500, 2000)

2. Execute Query via Octagon MCP

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

Retrieve historical financial ratings and key metric scores over time for , limited to  records.

MCP Call Format:

{
  "server": "octagon-mcp",
  "toolName": "octagon-agent",
  "arguments": {
    "prompt": "Retrieve historical financial ratings and key metric scores over time for NVDA, limited to 2000 records."
  }
}

3. Expected Output

The agent returns historical ratings data including:

| Date | Overall Score | Overall Rating | ROA Score | ROE Score | DCF Score | D/E Score | |------|---------------|----------------|-----------|-----------|-----------|-----------| | 2024-01-15 | 5 | A+ | 4 | 4 | 3 | 3 | | 2024-01-08 | 5 | A+ | 4 | 4 | 3 | 3 | | 2023-12-29 | 5 | A | 4 | 3 | 3 | 3 | | ... | ... | ... | ... | ... | ... | ... |

Data Sources: octagon-financials-agent

4. Interpret Results

See [references/interpreting-results.md](references/interpreting-results.md) for guidance on:

  • Understanding overall scores and ratings
  • Analyzing individual metric scores
  • Identifying rating trends and changes
  • Spotting financial health improvements or deterioration

Example Queries

Standard Historical Analysis:

Retrieve historical financial ratings and key metric scores over time for NVDA, limited to 2000 records.

Recent Ratings Focus:

Retrieve historical financial ratings and key metric scores over time for AAPL, limited to 100 records.

Extended Historical View:

Retrieve historical financial ratings and key metric scores over time for MSFT, limited to 5000 records.

Key Metrics Explained

| Metric | Definition | Score Range | |--------|------------|-------------| | Overall Score | Composite financial health rating | 1-5 (5 = best) | | Overall Rating | Letter grade for financial health | A+ to F | | ROA Score | Return on Assets efficiency | 1-5 (5 = best) | | ROE Score | Return on Equity efficiency | 1-5 (5 = best) | | DCF Score | Discounted Cash Flow valuation score | 1-5 (5 = best) | | D/E Score | Debt-to-Equity health | 1-5 (5 = lowest debt) |

Analysis Tips

  1. Consistent high scores: Companies maintaining 5-star overall scores and A+ ratings over extended periods demonstrate stable financial excellence.
  1. Score improvements: Watch for upward trends in individual metrics (ROA, ROE) as indicators of improving operational efficiency.
  1. Debt management: A stable or improving D/E score suggests the company is managing leverage responsibly.
  1. Rating downgrades: Sudden drops in overall rating (e.g., A+ to B) warrant deeper investigation into financials.
  1. Diverging metrics: If ROE is high but ROA is low, the company may be using significant leverage to boost returns.

Use Cases

  • Investment screening: Filter for companies with consistently high ratings
  • Risk monitoring: Track rating changes for portfolio holdings
  • Due diligence: Review historical financial health before investment decisions
  • Peer comparison: Compare rating trajectories across competitors

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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