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I Built AI Agents That Analyze Stocks Like Warren Buffett (n8n walk-thru + Self-Hosting)

6.3K views· 97 likes· 11:00· Aug 18, 2025

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🔥Join My AI Automation Community on Skool! Unlock exclusive n8n templates, step-by-step project guides, and direct support from me and other automation builders. Get early access to all hands-on tutorials, connect with like-minded innovators, and accelerate your AI automation journey! 👉 https://www.skool.com/ai-automation-engineering-3014 Links Hostinger VPS Hosting : https://www.hostinger.com/self-hosted-n8n (use code DEREK for extra 10% off) Financial Modeling Prep API: financialmodelingprep.com Decodo Free Trial: https://visit.decodo.com/yqLKND (7 days, 1000 requests free) n8n: n8n.io Technical charts: chart-img.com HTML to PDF: pdf.co Ever wanted investment advice from Warren Buffett, Peter Lynch, Bill Ackman, and Charlie Munger all analyzing the same stock? I built an AI system that does exactly that—and I'm showing you the complete build process. In this video, I'll walk you through creating 5 AI agents that replicate the investment analysis styles of legendary investors. Each agent processes the same stock data but applies different methodologies, giving you comprehensive insights in just 15 minutes. What You’ll Learn How to build AI agents using the n8n automation platform Setting up the Model Context Protocol (MCP) for data integration Creating Warren Buffett's value investing analysis framework Implementing Peter Lynch's growth investment methodology Building Bill Ackman's activist investor perspective Adding Charlie Munger's psychological analysis approach Integrating Aswath Damodaran's valuation techniques Combining technical and sentiment analysis Generating professional PDF investment reports automatically System Capabilities Real-time financial data gathering via Financial Modeling Prep API 5 distinct AI investor personalities with unique analysis styles Automated technical analysis using trading chart interpretation Sentiment analysis from analyst reports and market data Portfolio manager synthesis combining all perspectives Professional PDF report generation Complete automation—one click, comprehensive analysis Tech Stack Used n8n (Workflow Automation) Model Context Protocol (MCP) OpenAI GPT-4, O3, O4-mini (Analysis Engine) Financial Modeling Prep API (Market Data) Perplexity AI (Web Research) Chart Image API (Technical Analysis) Hostinger VPS (Self-Hosting) Why This Matters Traditional stock research takes hours of manual work across multiple sources. This AI system democratizes access to sophisticated investment analysis, giving individual investors tools previously available only to institutional firms. Timestamps 00:00 - Introduction & System Overview 00:22 - Live Demo: Analyzing Google Stock 01:31 - System Results & Analysis Output 02:24 - Where to Host This System 02:32 - Hostinger VPS Setup & Pricing 03:22 - Deep Dive: Building the Finance Agent 03:53 - MCP Integration & Financial Modeling Prep 04:57 - Aswath Damodaran AI Agent Setup 05:33 - Warren Buffett Analysis Agent 05:53 - Bill Ackman Investment Style Agent 06:15 - Charlie Munger AI Agent 06:25 - Peter Lynch Growth Analysis Agent 07:01 - Technical Analysis AI Agent 07:08 - TradingView Chart Integration 07:49 - Sentiment Analysis Agent 08:18 - Portfolio Manager Aggregation 09:14 - PDF Report Generation 09:30 - LLM Selection & Optimization Strategy 10:27 - Conclusion & Next Steps IMPORTANT INVESTMENT DISCLAIMER This content is provided for educational and informational purposes only and should NOT be considered personalized investment advice, financial advice, or a recommendation to buy, sell, or hold any securities. The AI system demonstrated creates analysis based on publicly available data and simulated investment methodologies—it does not guarantee accuracy or future performance.

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