# How Family Offices Can Use the FMP MCP Server for Portfolio Monitoring > Source: > Published: 2026-07-30 16:01:04+00:00 Member-only story # How Family Offices Can Use the FMP MCP Server for Portfolio Monitoring ## How AI assistants can help investment teams monitor holdings, earnings, fundamentals, exposures, and market events *Disclosure and disclaimer:** This article was produced in partnership with Financial Modeling Prep and contains affiliate links. I may receive compensation if you subscribe through those links, at no additional cost to you. This content is provided for educational and informational purposes only and does not constitute investment, financial, legal, tax, compliance, or cybersecurity advice. The examples are hypothetical, and any AI-generated conclusions or third-party financial data should be independently validated before being used in a professional or investment decision. The workflows described are research and portfolio-monitoring tools — not automated investment advisers or substitutes for qualified human judgment.* ## Introduction: Portfolio Monitoring Is an Information Problem Family offices manage portfolios that hold investments across a diverse range of offerings, such as stocks, ETFs, and mutual funds. Access to the underlying data for these investments is no longer a challenge; rather, the harder problem is distilling this information at…