ChatExcel
Provides an intelligent server for Excel file analysis, data processing, code execution, and interactive chart generation using the Model Context Protocol.
소개
ChatExcel is a powerful server built on the Model Context Protocol (MCP), specifically designed to streamline Excel data processing and analysis. It excels at intelligently parsing complex Excel files, performing robust data manipulations, executing code within a secure sandbox environment, and generating interactive visualizations. With a suite of 14 specialized MCP tools, it offers features like smart parameter recommendations, multi-level header detection, comprehensive data quality validation, and performance-enhancing caching mechanisms, making it an indispensable tool for advanced data handling.
주요 기능
- 3 GitHub stars
- Comprehensive Data Quality Validation (integrity, quality assessment, batch processing)
- Optimized Encoding Cache (intelligent caching, auto-cleanup, size monitoring)
- Secure Code Execution (sandboxed pandas/numpy code)
- Interactive Data Visualization (Plotly-based charts)
- Intelligent Excel Processing (encoding detection, multi-level header recognition, parameter recommendation)
사용 사례
- Performing advanced data analysis and transformations on Excel/CSV files through code execution.
- Ensuring data quality and integrity across multiple Excel/CSV datasets.
- Generating interactive reports and visualizations directly from spreadsheet data.
- Automating complex Excel data extraction and parsing.
