Trading Volatility MCP
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AxionQuant MCP Serverofficial
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TDQS
Scored across 17 tools
Several tools target the same ticker and provide overlapping market-state information (get_ticker_state, get_market_structure, get_trade_setup, explain_ticker). While each has a distinct output format, the boundaries are not immediately clear from names alone. Gamma curve and GEX curve tools also overlap conceptually.
All tools use snake_case with verb-first names (get_, rank_, run_, explain_, list_), and server_info is the only exception but still follows a predictable pattern. Very consistent and easy to parse.
17 tools is on the heavy side but justifiable for a comprehensive volatility analytics API covering per-ticker analysis, cross-ticker ranking, screeners, and income setups. The count is slightly above the ideal range but not bloated.
The server covers a wide range of analysis needs: state snapshots, narratives, signals, levels, historical series, gamma/GEX curves, options volume, rankings, screeners, and trade setups. Minor gaps like open interest or an IV surface exist, but they are not critical for its stated purpose.