Prediction Market MCP
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TDQS
Scored across 5 tools
Each tool has a distinct primary purpose: estimate for single-question probability, size for position sizing, scan for ranking multiple markets, ensemble for a full pipeline, and info for service details. However, ensemble overlaps with estimate and size by including them, which could confuse agents choosing between atomic and composite options.
All tools follow the same snake_case pattern with a consistent 'prediction_market_' prefix followed by a clear action or noun (estimate, size, scan, ensemble, info). This makes the set highly predictable and readable.
Five tools is well-scoped for a prediction market analysis service, with each tool earning its place by covering a distinct step in the workflow from information to estimation, sizing, scanning, and full pipeline execution.
The surface covers the core analysis lifecycle: service info, single-market estimation, position sizing, multi-market scanning, and an ensemble pipeline. Minor gaps exist around raw market data retrieval or trade execution, but agents can work around these for the stated analysis purpose.