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A guide for data cleaning and analysis in Excel MCP tools

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

65,690 tools. Last updated 2026-01-28 12:24
  • Generate a detailed summary of Excel sheet data by analyzing file content. Identifies key statistics and insights for structured data analysis and reporting.
  • Perform statistical analysis on Excel data to calculate descriptive statistics, identify trends, and extract insights from numeric columns in spreadsheet files.
  • Export CSV or JSON data to Excel files with customizable sheet names for structured data storage and analysis.
  • Transform a specified data range into a native Excel table, enabling structured data management, formatting, and advanced analysis within Excel workbooks.
    Python
    MIT License
  • Extract structured data from all worksheets in an Excel file by specifying file path, header row, and data start position for analysis.
    MIT License

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