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# Seth Hobson

Founder | AI/ML Engineer | Trader

## Sitemaps

- [XML Sitemap](https://sethhobson.com/sitemap.xml): Contains all public & indexable URLs for this website.

## Posts

- [Blog](https://sethhobson.com/blog/)
- [How to Build a Powerful Stock Analysis MCP Server: 4 Advanced Features](https://sethhobson.com/2025/03/building-a-stock-analysis-server-with-mcp-part-2/) - 🚀 Update: This tutorial has evolved into MaverickMCP, a production-ready trading platform with 29 professional tools, 4x faster performance, and one-command setup. Read about the complete transformation here. Welcome to my guide on building an advanced MCP stock analysis server! In Part 1, we laid the foundation for our Model Context Protocol stock analysis system
- [How to Build the Ultimate MCP Stock Analysis Tool for AI Trading Success](https://sethhobson.com/2025/01/building-a-stock-analysis-server-with-mcp-part-1/) - 🚀 Update: This tutorial has evolved into MaverickMCP, a production-ready trading platform with 29 professional tools, 4x faster performance, and one-command setup. Read about the complete transformation here. Hey folks! If you've been following my series on AI-powered trading, you've seen how we built up to a full agent using LangChain and LangGraph in previous
- [How to Build an MCP Stock Analysis Server](https://sethhobson.com/2025/08/how-to-build-an-mcp-stock-analysis-server/) - "The best software is written and rewritten and rewritten again. Each iteration makes it a little bit better." — Brian Kernighan Hey folks! If you've been following my MCP stock analysis server series, you've seen how we built up from a basic tutorial in Part 1 to adding sophisticated features in Part 2. Today, I'm excited to share the next
- [Converting the AI Stock AgentExecutor to LangGraph](https://sethhobson.com/2024/05/converting-ai-stock-agentexecutor-to-langgraph/) - Introduction Welcome back to this ongoing series on building an AI-powered stock analysis tool! In the previous articles, I covered a wide range of topics. I leveraged LangChain, OpenBB, and Anthropic's Claude 3 Opus. I also integrated analysis tools like sentiment analysis and chart-based technical analysis. Today, I'll take a significant leap forward by converting
- [Unleashing the Power of Multiple Agents with LangGraph](https://sethhobson.com/2024/05/unleashing-the-power-of-multiple-agents-with-langgraph/) - Introduction Welcome back to this ongoing series on building an AI-powered stock analysis tool! I took a significant leap forward in the previous article by converting the AI stock agent from AgentExecutor to LangGraph. I explored the advantages of using LangGraph for complex workflows and state management, setting the stage for more advanced enhancements to
- [Deploying the AI Stock Analysis Agent on AWS with Copilot](https://sethhobson.com/2024/06/deploying-the-ai-stock-analysis-agent-on-aws-with-copilot/) - Introduction Hey there, fellow traders, engineers, and AI enthusiasts! We've reached the final post in this series, where I've been sharing my journey of building an AI-powered stock analysis agent. From laying the foundation with LangChain, OpenBB, and Claude 3 Opus to integrating advanced analysis techniques and risk management strategies, we've covered a lot of
- [Elevate Your Trading: Integrating Custom Data with OpenBB Terminal Pro](https://sethhobson.com/2024/08/elevate-your-trading-integrating-custom-data-with-openbb-terminal-pro/) - Now a change pace after last week's deployment topic. In the ever-evolving financial technology landscape, the ability to customize and extend your trading tools can be a significant competitive advantage. OpenBB Terminal Pro, a powerful market analysis and trading platform, has just raised the bar with its latest feature: custom backend integration. This new capability
- [Capital Companion: Your AI-Powered Edge in Stock Market Trading](https://sethhobson.com/2024/09/introducing-capital-companion-a-new-approach-to-ai-assisted-trading/) - Hey there, fellow traders and market enthusiasts! I'm thrilled to introduce you to Capital Companion, a cutting-edge AI finance tool that's been my passion project for months. As someone who's navigated the complexities of software development and trading, I understand how crucial practical AI finance tools are for success in today's fast-paced markets. That's why
- [Boost Your Trading ROI with Capital Companion](https://sethhobson.com/2024/10/maximize-your-trading-returns-with-capital-companions-cutting-edge-strategies/) - Hey there, fellow traders! If you're like me, you're always on the lookout for ways to boost your trading game and reel in those solid returns. Let's be real: the trading world can be a whirlwind, and every percentage point of ROI can mean the world. So, what if I told you there's a tool
- [The Future of AI in Trading Strategies](https://sethhobson.com/2024/10/the-future-of-ai-in-trading-strategies/) - Hey there, fellow traders and tech enthusiasts! It's Seth Hobson back again, and today we're diving into a topic that's been keeping me up at night (in the best way possible): the future of AI in trading strategies. As someone who's spent years straddling the worlds of software engineering and trading, I can't help but
- [AI Trading Assistant: 3 New Smart Features](https://sethhobson.com/2024/11/ai-trading-assistant-3-new-smart-features/) - Hey traders! I just deployed three game-changing features of our AI Trading Assistant into Capital Companion. These updates transform how you analyze markets and execute trades, bringing voice capabilities and advanced sector analysis to your trading toolkit. Key Updates to the AI Trading Assistant Voice Analysis Integration 🎙️ Smart Watchlist Management 📊 ML-Powered Sector Analysis
- [Meet Your Risk Management Match: New Capital Companion Features](https://sethhobson.com/2024/12/meet-your-risk-management-match-latest/) - Hey traders! Let's talk about the elephant in the room - risk management. You know, that thing we all know we should master, but sometimes treat it like that gym membership we got in January? Well, it's time to turn that around, and I'm excited to share how Capital Companion's newest features are making risk
- [Risk Management in AI Stock Trading: A Key to Success](https://sethhobson.com/2024/05/risk-management-in-ai-stock-trading-a-key-to-success/) - Introduction Welcome back to this series on building an AI-powered stock analysis agent. I've previously covered fundamental and technical analysis, sentiment analysis, relative strength rankings, chart-based analysis, and universe scanning. This time, I'll focus on risk management, a crucial aspect of trading. Proper risk management is essential for long-term success in the markets. It's important
- [Building an Agentic Stock Analysis Tool with LangChain, OpenBB, and Claude 3 Opus](https://sethhobson.com/2024/03/building-an-agentic-stock-analysis-tool-with-langchain-openbb-and-claude-3-opus/) - In this series of posts, we'll explore how to build an AI-powered stock analysis tool using Langchain, OpenBB, and Anthropic's latest, most powerful large language model, Claude 3 Opus. By leveraging these cutting-edge technologies, we can create a powerful application that provides traders and investors with valuable insights and recommendations for making informed investment decisions.
- [Seeing the Bigger Picture: Adding Chart-Based Technical Analysis](https://sethhobson.com/2024/04/seeing-the-bigger-picture-adding-chart-based-technical-analysis/) - Introduction Hey there, fellow traders and AI enthusiasts! I'm back with another installment in this series on building an AI-powered stock analysis tool. In my last post, I supercharged the agent with relative strength rankings, allowing it to identify the market's leaders. But why stop there? Today, I'll take the analysis to the next level
- [Improving the Edge: Trendlines, Sectors, and Sentiment](https://sethhobson.com/2024/04/improving-the-edge-trendlines-sectors-and-sentiment/) - Introduction Hello, friends, and welcome back to this third installment in this blog series on building an AI-powered stock analysis tool. Here are links to the first and second posts. The social media reaction to this topic has been positive, and I look forward to taking you further on this journey. And, I promise, this
- [Expanding the AI Stock Analysis Agent with Fundamental and Technical Tools](https://sethhobson.com/2024/04/expanding-the-ai-stock-analysis-agent-with-fundamental-and-technical-tools/) - Introduction In my previous post, I explored the creation of an AI-powered stock analysis agent using LangChain, OpenBB, and Anthropic's Claude 3 Opus. By leveraging these cutting-edge technologies, I laid the foundation for a powerful tool that empowers traders and investors like myself with valuable insights and data-driven recommendations. As I continue enhancing my AI
- [Unlocking Alpha: Harnessing Relative Strength for AI-Driven Stock Selection](https://sethhobson.com/2024/04/unlocking-alpha-harnessing-relative-strength-for-ai-driven-stock-selection/) - Introduction Hello folks! If you've been following along, I've covered a lot of ground already: Laying the foundation with LangChain, OpenBB, and Claude 3 Opus Enhancing capabilities with fundamental and technical analysis tools Adding trendline detection, sector analysis, and sentiment analysis This post will explore one of the most crucial factors in my trading success
- [Empowering the AI Stock Analysis Agent with Universe Scanning](https://sethhobson.com/2024/04/empowering-the-ai-stock-analysis-agent-with-universe-scanning/) - Introduction Welcome back to this ongoing series on building an AI-powered stock analysis agent! In the previous articles, I've covered many topics, from laying the foundation with LangChain, OpenBB, and Claude 3 Opus to enhancing the agent's capabilities with fundamental and technical analysis tools, sentiment analysis, relative strength rankings, and chart-based analysis. Today, I'll take

## Pages

- [About](https://sethhobson.com/) - Software engineer with 15+ years of experience. Founder of Capital Companion, specializing in the intersection of finance, technology & AI.
- [Contact](https://sethhobson.com/contact/)
- [Newsletter](https://sethhobson.com/newsletter/) - [newsletter]
- [Cart](https://sethhobson.com/cart/) - You may be interested in… Your cart is currently empty! New in store
- [Checkout](https://sethhobson.com/checkout-2/)
- [My account](https://sethhobson.com/my-account/) - [woocommerce_my_account]
- [Shop](https://sethhobson.com/shop/)
- [Affiliate Disclosure](https://sethhobson.com/affiliate-disclosure/) - [aal_disclosure]

## Categories

- [Generative AI](https://sethhobson.com/category/genai/)
- [OpenBB](https://sethhobson.com/category/openbb/)
- [Capital Companion](https://sethhobson.com/category/capital-companion/)
- [LangChain](https://sethhobson.com/category/langchain/)
- [MCP](https://sethhobson.com/category/mcp/)