thetadata-mcp
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TDQS
Scored across 59 tools
Each tool follows a clear pattern of asset class (stock/option/index), data type (list/snapshot/history/at_time), and specific metric (ohlc/trade/quote/greeks/etc.), making them easily distinguishable. Even the many greeks tools are differentiated by order and trade vs. snapshot.
All tool names use a consistent lowercase_with_underscores convention and a predictable structure (e.g., stock_snapshot_ohlc, option_history_trade_greeks_first_order). No mixed conventions or arbitrary verbs.
With 59 tools, the server far exceeds even the 'too many' threshold of 25+. While the granularity may reflect the data API's breadth, it creates an overwhelming selection burden for agents and would benefit from consolidation or parameterization.
The tool surface comprehensively covers listing, real-time snapshots, historical data, at-time queries, greeks, and market calendar information across stocks, options, and indices. No obvious dead ends for typical market data workflows.