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Alternatives to forecast-mcp

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    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables agents to forecast SKU sales velocity, calculate safety stock and reorder points, and autonomously generate supplier purchase orders when stock is running low. It exposes this supply-chain analysis over JSON-RPC 2.0 tools that can be called from any MCP-compatible client.
      7
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables time-series analysis and forecasting through a structured tool catalogue, including data loading, quality repair, diagnostics, and forecasting with ARIMA, exponential smoothing, Chronos-2, Toto 2.0, and AutoML.
      1
      MIT

    TDQS

    A4/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool targets a distinct action: listing, classifying, forecasting, evaluating, recommending, and explaining. There is no overlap between classification and explanation, and forecast_series complements rather than duplicates classify_demand_pattern.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case (list_skus, classify_demand_pattern, forecast_series, evaluate_forecast, recommend_replenishment, explain_forecast). No mixed conventions or vague verbs.

    Tool Count5/5

    Six tools is well within the 3-15 range and each covers an essential function for the forecasting domain. The set feels neither sparse nor bloated.

    Completeness4/5

    The set covers the core workflow: listing SKUs, classifying demand, forecasting, backtesting, replenishment, and explanation. A minor gap is lack of a dedicated tool to inspect raw historical demand data, but agents can work around it via the other tools.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues