Supabase's Model Context Protocol (MCP) poses a security risk as it can be exploited to leak sensitive SQL database information through user-submitted messages that are processed as commands. The integration allows developers to unintentionally execute harmful SQL queries due to elevated access privileges, emphasizing the need for better safeguards against prompt injection attacks.