Jekyll https://www.jeroenbouma.com/feed.xml Jeroen Bouma Jeroen Bouma, Quantitative Investment Strategist, Python developer, and creator of Finance Toolkit and Finance Database. Open-source financial analysis tools with 17,000+ GitHub stars. 2026-10-13T00:00:00+02:00 Jeroen Bouma https://www.jeroenbouma.com/ https://www.jeroenbouma.com/articles/find-stocks-and-etfs-with-claude How to Find and Analyze Stocks and ETFs with Claude 2026-10-10T00:00:00+02:00 2026-10-13T00:00:00+02:00 Jeroen Bouma Use Claude as a stock and ETF screener and analyst: find 300,000+ instruments with the Finance Database MCP, then analyze them with the Finance Toolkit. https://www.jeroenbouma.com/articles/hosting-the-finance-toolkit-mcp-server How I Host the Finance Toolkit MCP Server on a Mini PC 2026-09-28T00:00:00+02:00 2026-09-28T00:00:00+02:00 Jeroen Bouma How the free Finance Toolkit MCP server is self-hosted on a Mini PC with Proxmox, an LXC container, Docker and Cloudflare, and what it takes to do the same. https://www.jeroenbouma.com/articles/connect-claude-to-financial-data How to Connect Claude to Live Financial Data for Stock Analysis 2026-09-11T00:00:00+02:00 2026-10-05T00:00:00+02:00 Jeroen Bouma Connect Claude to live financial data in a minute with the free Finance Toolkit MCP server: stock analysis, ratios, technical indicators and macro data. https://www.jeroenbouma.com/articles/equity-research-family-offices-fmp-mcp Equity Research for Family Offices with the FMP MCP Server 2026-07-23T00:00:00+02:00 2026-10-14T00:00:00+02:00 Jeroen Bouma How family offices can run equity research diligence, from financial health to insider activity and ownership, with the FMP MCP server in Claude Desktop. https://www.jeroenbouma.com/articles/risk-exposure-major-indices-finance-toolkit Understanding Risk Exposure Across Major Indices 2026-07-21T00:00:00+02:00 2026-07-26T00:00:00+02:00 Jeroen Bouma Measure tail risk across SPY, QQQ, DIA, IWM, EFA and EEM with Value at Risk, CVaR, maximum drawdown, skewness and kurtosis in the Finance Toolkit. https://www.jeroenbouma.com/articles/macroeconomic-indicators-finance-toolkit Tracking Macroeconomic Indicators with the Finance Toolkit 2026-07-14T00:00:00+02:00 2026-07-26T00:00:00+02:00 Jeroen Bouma Track inflation, policy rates, unemployment and debt-to-GDP across the US, UK, Germany, Japan and Brazil with the Finance Toolkit's Economics module. https://www.jeroenbouma.com/articles/semiconductor-sector-analysis-finance-toolkit Competitor and Sector Analysis with the Finance Toolkit 2026-07-07T00:00:00+02:00 2026-10-02T00:00:00+02:00 Jeroen Bouma Semiconductor sector analysis with the Finance Toolkit in Python: revenue, margins and ROIC across Intel, AMD, NVIDIA, Qualcomm, Broadcom and TI. https://www.jeroenbouma.com/articles/screening-undervalued-stocks-finance-toolkit Screening for Undervalued Stocks with the Finance Toolkit 2026-06-14T00:00:00+02:00 2026-10-14T00:00:00+02:00 Jeroen Bouma A stock screen in Python on P/E, EV/EBITDA, ROIC and gross margins across 15 large caps, separating real value from value traps with the Finance Toolkit. https://www.jeroenbouma.com/articles/microsoft-financial-history-finance-toolkit How Microsoft Has Changed Since Its IPO 2026-06-14T00:00:00+02:00 2026-06-26T00:00:00+02:00 Jeroen Bouma Learn how Microsoft's financials have evolved since its IPO, with detailed analysis and Python code using the Finance Toolkit. https://www.jeroenbouma.com/articles/introducing-the-finance-toolkit-mcp-server Introducing the Finance Toolkit MCP Server 2026-06-12T00:00:00+02:00 2026-10-14T00:00:00+02:00 Jeroen Bouma The free, hosted Finance Toolkit MCP server gives Claude, ChatGPT and other AI assistants 500+ auditable methods: ratios, risk, factor models and macro data. https://www.jeroenbouma.com/articles/binomial-trees Binomial Trees in the Finance Toolkit 2024-02-09T00:00:00+01:00 2026-10-02T00:00:00+02:00 Jeroen Bouma Learn how binomial trees work for pricing European and American options, with worked examples and Python code using the Finance Toolkit.