ApexVol MCP Server
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TDQS
Scored across 43 tools
Several tool clusters have unclear boundaries: get_options_flow and get_smart_money_flow both analyze options flow, find_iv_opportunities overlaps with get_iv_rank, get_volatility_risk_premium, scan_relative_value, and screen_market, and get_market_overview partially duplicates get_vix_snapshot. Multi-analysis aggregators like get_ticker_analytics and get_earnings_move_analysis also duplicate capabilities scattered across standalone tools, making selection genuinely ambiguous.
The vast majority follow a consistent get_/calculate_/build_/analyze_ verb-noun snake_case pattern. Minor deviations exist, such as analyze_earnings_history versus get_earnings_move_analysis for similar earnings analytics, and scan_volatility_arb versus screen_market using different verbs for overlapping scanning actions.
43 tools is well beyond the 25+ threshold for a heavy tool surface. While the domain is broad, several tools are redundant or could be consolidated into the existing multi-analysis pattern (e.g., get_ticker_analytics, get_earnings_move_analysis), and the overlapping scanner and flow tools could be merged to reduce the count meaningfully.
For an options and volatility analytics server, the surface is exceptionally complete: chains, historical chains, Greeks, GEX, IV metrics, term structure, flow, strategy building/analysis, portfolio risk, earnings, economic calendar, market screening, and ticker search are all covered. There are no obvious dead ends or critical missing operations within the read-only analytics scope.