Server has 13 tools with complete schemas and descriptions, but quality is inconsistent. Naming follows verb_noun convention well (get_ticker, execute_live_order, simulate_order). Descriptions range 50-250 chars, meeting baseline. However, critical gaps: (1) parameter descriptions are sparse or missing context (e.g., 'testPrice' in inspect_symbol_filters lacks units/range); (2) output schemas are not documented, LLMs cannot plan downstream calls; (3) error handling is generic, no recovery guidance; (4) high-risk tools (execute_live_order) lack confirmation patterns despite IRREVERSIBLE risk classification. Tool composition is reasonable but some tools combine concerns (simulate_order handles TRADE/GET_PORTFOLIO/RESET as one tool).

• Document output schemas for all tools. E.g., get_ticker should return {symbol, price, volume, bid, ask, timestamp}. Include field types and whether fields are always present.
• Add min/max constraints to numeric parameters. E.g., 'limit' in get_klines_analysis: 'Number of candles (1-1000, default 100)'. 'riskPercentage' in calculate_position_risk: 'Risk per trade as % of account (0.1-5.0)'.
• Implement multi-step confirmation for execute_live_order. Add a 'dry_run' parameter or split into execute_live_order_preview + execute_live_order_confirmed. Require explicit user approval before irreversible action.
• Split simulate_order into three tools: execute_simulated_trade (action=TRADE), get_paper_portfolio (no params), reset_paper_trading (initialBalanceUsdt param). Each tool has one responsibility.
• Enhance error messages with recovery guidance. E.g., 'Symbol INVALID not found. Call list_active_symbols() to see available pairs.' or 'API weight exceeded. Retry in 60 seconds or reduce request frequency.'

Inferred effective spec: <=2025-11-25.

• Relies on Logging (deprecated) - log to stderr or use OpenTelemetry