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Octagon: Real-Time Insights & Action Edge - MCP Implementation

Octagon: Real-Time Insights & Action Edge

Power decisions with real-time insights—Octagon merges private equity trends and global public market data into actionable intel, giving investors the edge 24/7.

Research And Data
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Ranked in the top 8% of all AI tools in its category

About Octagon

What is Octagon: Real-Time Insights & Action Edge?

Octagon is an advanced intelligence platform designed to deliver actionable insights through real-time data analysis. By integrating specialized agents, it empowers users to dissect financial metrics, market trends, and private equity landscapes with precision. Whether tracking stock performance, analyzing earnings calls, or uncovering startup funding dynamics, Octagon combines automation and expert curation to accelerate decision-making.

How to use Octagon: Real-Time Insights & Action Edge?

Utilizing Octagon involves three core steps:

  1. Setup: Install the platform via command-line tools or integrate with existing workflows using API endpoints.
  2. Configure: Set environment variables for API authentication and specify preferred data sources.
  3. Execute Queries:
  • Type natural-language requests like "Compare Tesla’s R&D spending over 3 years"
  • Access structured outputs via JSON, CSV, or visual dashboards

Octagon Features

Key Features of Octagon: Real-Time Insights & Action Edge?

Financial Analysis Engine

Instantly compute P/E ratios, EV/EBITDA multiples, and cash flow trends for public companies. Track quarterly variances and historical benchmarks with automated comparison charts.

Market Intelligence Hub

Aggregate private company valuations, venture capital activity, and M&A deal terms. Monitor funding rounds in real time through dedicated startup tracking modules.

Data Automation Layer

Deploy web scrapers to extract granular data from public websites. Configure scheduled crawls for price trends, competitor listings, or regulatory filings.

Custom Research Pipelines

Combine multiple agents to answer complex questions like "Assess the impact of new tariffs on semiconductor supply chains" using interconnected data layers.

Use Cases of Octagon: Real-Time Insights & Action Edge?

  • Equity Research: "Analyze NVIDIA’s quarterly GPU sales vs. AMD’s market share shifts"
  • Private Equity: "Track Series B funding rounds in AI-driven fintech startups"
  • Risk Management: "Monitor geopolitical risks impacting global supply chains"
  • Competitive Intelligence: "Compare Tesla’s battery tech patents vs. BYD’s R&D spend"

Octagon FAQ

FAQ from Octagon: Real-Time Insights & Action Edge?

Q: How often is financial data updated?

Data refreshes occur within 15 minutes of earnings releases or regulatory filings, with real-time ticker feeds for stock prices.

Q: Can I export historical datasets?

Yes - export 10+ years of quarterly financials, 5+ years of earnings call transcripts, and 3+ years of private company funding events in machine-readable formats.

Q: What authentication methods are supported?

Supports API keys, OAuth2, and SSO integration with Azure AD and Okta for enterprise deployments.

Q: Are there industry-specific templates?

Pre-built query templates exist for tech, healthcare, energy, and automotive sectors. Customize these using our YAML-based query builder.

Content

Octagon MCP Server

A Model Context Protocol (MCP) server implementation that integrates with Octagon API for investment research capabilities.

Features

  • Specialized AI agents for investment research of public and private markets
  • SEC filings analysis and data extraction
  • Earnings call transcript analysis
  • Financial metrics and ratios analysis
  • Stock market data access
  • Private company research
  • Web scraping capabilities
  • Comprehensive research tools
  • Funding rounds and venture capital research
  • M&A and IPO transaction research
  • Streaming support for real-time responses
  • Simple interface with a single "prompt" parameter for all tools

Documentation

For comprehensive documentation on using Octagon agents, please visit our official documentation at: https://docs.octagonagents.com

The documentation includes:

  • Detailed API references
  • Agent-specific query guidelines
  • Examples and use cases
  • Best practices for investment research

Installation

Running with npx

env OCTAGON_API_KEY=your_octagon_api_key npx -y octagon-mcp

Manual Installation

npm install -g octagon-mcp

Running on Cursor

Configuring Cursor 🖥️ Note: Requires Cursor version 0.45.6+

To configure Octagon MCP in Cursor:

  1. Open Cursor Settings
  2. Go to Features > MCP Servers
  3. Click "+ Add New MCP Server"
  4. Enter the following:
    * Name: "octagon-mcp" (or your preferred name)
    * Type: "command"
    * Command: env OCTAGON_API_KEY=your-octagon-api-key npx -y octagon-mcp

If you are using Windows and are running into issues, try cmd /c "set OCTAGON_API_KEY=your-octagon-api-key && npx -y octagon-mcp"

Replace your-octagon-api-key with your Octagon API key.

After adding, refresh the MCP server list to see the new tools. The Composer Agent will automatically use Octagon MCP when appropriate, but you can explicitly request it by describing your investment research needs. Access the Composer via Command+L (Mac), select "Agent" next to the submit button, and enter your query.

Running on Claude Desktop

To configure Octagon MCP for Claude Desktop:

  1. Open Claude Desktop

  2. Go to Settings > Developer > Edit Config

  3. Add the following to your claude_desktop_config.json:

    {
    "mcpServers": {
    "octagon": {
    "command": "env",
    "args": ["OCTAGON_API_KEY=your-octagon-api-key", "npx", "-y", "octagon-mcp"]
    }
    }

}

Replace your-octagon-api-key with your Octagon API key.

Running on Windsurf

Add this to your ./codeium/windsurf/model_config.json:

{
  "mcpServers": {
    "mcp-server-octagon": {
      "command": "npx",
      "args": ["-y", "octagon-mcp"],
      "env": {
        "OCTAGON_API_KEY": "YOUR_API_KEY_HERE"
      }
    }
  }
}

Configuration

Environment Variables

Required

  • OCTAGON_API_KEY: Your Octagon API key
    • Required for all operations
    • Sign up at Octagon if you don't have an API key

Getting an API Key

To use Octagon MCP, you need to:

  1. Sign up for an account at app.octagonai.co
  2. After logging in, navigate to Settings → API Keys
  3. Generate a new API key
  4. Use this API key in your configuration as the OCTAGON_API_KEY value

Optional Configuration

Available Tools

Each tool uses a single prompt parameter that accepts a natural language query. Include all relevant details in your prompt.

Public Market Intelligence

octagon-sec-agent

Extract information from SEC filings.

Example:

What was Apple's gross margin percentage from their latest 10-Q filing?

octagon-transcripts-agent

Analyze earnings call transcripts.

Example:

What did NVIDIA's CEO say about AI chip demand in their latest earnings call?

octagon-financials-agent

Retrieve financial metrics and ratios.

Example:

Calculate the price-to-earnings ratio for Tesla over the last 4 quarters

octagon-stock-data-agent

Access stock market data.

Example:

How has Apple's stock performed compared to the S&P 500 over the last 6 months?

Private Market Intelligence

octagon-companies-agent

Research private company information.

Example:

What is the employee count and funding history for Anthropic?

octagon-funding-agent

Research startup funding rounds and venture capital.

Example:

What was OpenAI's latest funding round size, valuation, and key investors?

octagon-deals-agent

Research M&A and IPO transactions.

Example:

What was the acquisition price when Microsoft acquired GitHub?

octagon-investors-agent

A specialized database agent for looking up information on investors.

Example:

What is the latest investment criteria of Insight Partners?

octagon-debts-agent

A specialized database agent for analyzing private debts, borrowers, and lenders.

Example:

List all the debt activities from borrower American Tower

Additional Tools

octagon-scraper-agent

Extract data from any public website.

Example:

Extract property prices and square footage data from zillow.com/san-francisco-ca/

octagon-deep-research-agent

Perform comprehensive research on any topic.

Example:

Research the financial impact of Apple's privacy changes on digital advertising companies' revenue and margins

Example Queries

  1. "What were Amazon's revenue and net income figures in Q4 2023?"
  2. "Analyze Tesla's R&D spending trends over the last 3 years."
  3. "What guidance did NVIDIA's CEO provide regarding AI chip demand in their latest earnings call?"
  4. "Compare the price-to-earnings, price-to-sales, and EV/EBITDA ratios for the top 5 semiconductor companies."
  5. "What was Anthropic's latest funding round size, valuation, and key investors?"
  6. "Extract all data fields from zillow.com/san-francisco-ca/"
  7. "Research the financial impact of Apple's privacy changes on digital advertising companies' revenue and margins"
  8. "Compile all the debt activities from lender ING Group in Q4 2024"
  9. "How many investments did Andreessen Horowitz make in AI startups in the last 12 months?"

Troubleshooting

  1. API Key Issues : Ensure your Octagon API key is correctly set in the environment or config file.
  2. Connection Issues : Make sure the connectivity to the Octagon API is working properly.
  3. Rate Limiting : If you encounter rate limiting errors, reduce the frequency of your requests.

License

MIT

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