Each tool targets a distinct aspect of wealth analysis: portfolio analysis, risk assessment, simulation, market insights, and report generation. The descriptions clarify the overlap between analyze_portfolio and assess_risk, making them distinguishable by focus.

All tool names follow a consistent verb_noun pattern in snake_case, such as 'analyze_portfolio' and 'generate_report'. This creates a predictable and readable naming convention throughout.

With only 5 tools, the server is well-scoped for its purpose. Each tool provides a distinct and necessary function for wealth analysis without redundancy or missing core capabilities.

The set covers the core workflow of portfolio analysis, risk evaluation, investment simulation, market context, and report generation. Minor gaps such as portfolio modification or personalized recommendations exist but are likely outside the intended scope.