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Polars MCP tools

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

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46,565 tools. Last updated 2025-12-24 19:24

  • statistics

    Vibe Math MCP

    Analyze numerical data to calculate descriptive statistics, identify quartiles, and detect outliers using Polars-based methods.
    MIT License

  • array_operations

    Vibe Math MCP

    Perform element-wise mathematical operations on 2D arrays using Polars, including addition, subtraction, multiplication, division, and power operations between arrays or arrays and scalars.
    MIT License

  • pivot_table

    Vibe Math MCP

    Create pivot tables to summarize and analyze tabular data by grouping rows and columns with aggregated values like sums, averages, or counts.
    MIT License

  • array_statistics

    Vibe Math MCP

    Calculate statistical measures on arrays, including mean, median, std, min, max, and sum across columns, rows, or entire datasets.
    MIT License

  • correlation

    Vibe Math MCP

    Calculate correlation matrices between multiple variables using Pearson or Spearman methods to identify relationships in data.
    MIT License

  • generate_polar_chart

    vchart-mcp-server

    Create polar charts (rose, radar, pie) to visualize numerical differences across categories using polar coordinates, with customizable dimensions, themes, and axis settings.
    MIT License

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