shopify-forecast-mcp
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TDQS
Scored across 7 tools
Each tool has a distinct purpose: analyze promotion impact, compare periods, compare scenarios, detect anomalies, forecast demand, forecast revenue, and get seasonality. No overlap in functionality.
All tools follow a consistent verb_noun pattern in snake_case (e.g., analyze_promotion, compare_periods, forecast_demand). No mixing of naming conventions.
Seven tools is appropriate for a forecasting and promotion analysis MCP server. It covers core needs without being too few or too many.
The tool set covers key forecasting, trend comparison, anomaly detection, and seasonality analysis. Minor gap: no tool for managing underlying data or listing available products/collections, but the surface is comprehensive for analysis.