Excel数据分析处理工具和方法

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Excel数据分析处理工具和方法

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Why this server?
Provides comprehensive tools to read, write, and manipulate Excel files (XLSX format, implied by 'Execl'), directly addressing the need for processing and analyzing spreadsheet data.
Excel MCP Server
xuhongxin
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security
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license
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quality
Enables AI assistants to read, write, and manipulate Excel files through comprehensive spreadsheet operations. Supports file management, data querying, worksheet operations, formula calculations, and includes security features like path validation and automatic backups.
Last updated -
1
MIT License
Why this server?
Enables comprehensive CSV file management, including creation, editing, analysis, and transformation, which is essential for processing tabular data often exported from Excel/Execl.
CSV MCP Server
NovaAI-innovation
A
security
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license
A
quality
Enables comprehensive CSV file management including creating, editing, analyzing, and transforming CSV data anywhere in the filesystem. Provides statistical analysis, data validation, filtering, and grouping capabilities through MCP protocol over stdio transport.
Last updated -
15
Why this server?
A specialized server for handling Excel (XLSX) and CSV files, offering data analysis capabilities and outputting structured data, which fits the user's data processing requirements.
Excel MCP Server
yzfly
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security
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license
A
quality
An MCP server that provides comprehensive Excel file operations, data analysis, and visualization capabilities for working with various spreadsheet formats like XLSX, CSV, and JSON.
Last updated -
8
72
Why this server?
Enables intelligent Excel file processing and data analysis, supporting visualization, complex calculations, and validation, making it highly relevant for spreadsheet data analysis.
chatExcel
Lillard01
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security
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license
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quality
A Model Context Protocol server for intelligent Excel processing and data analysis, offering tools for reading, validating, executing code, and generating interactive visualizations with Excel files.
Last updated -
94
MIT License
Why this server?
Specifically designed to analyze structured datasets from CSV and Excel files, providing data profiling, schema inference, and statistical analysis tools.
DataFrame Analyst MCP
DiederichSolis
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security
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license
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quality
Enables analysis of datasets from CSV/Excel files, Google Sheets, and Google Drive with comprehensive data profiling tools including schema inference, missing value reports, correlation analysis, and outlier detection. Supports exporting analytical reports in multiple formats to local storage or Google Drive.
Last updated -
Why this server?
Focuses on the core task of reading and analyzing Excel documents, providing flexible data access and advanced analysis capabilities from spreadsheet files.
XLSX Reader MCP
guangxiangdebizi
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security
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license
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quality
A Model Context Protocol server that enables reading and analyzing Excel documents with features like flexible data access, multiple output formats, and advanced analysis capabilities.
Last updated -
2
Why this server?
A general-purpose powerful data analysis tool with capabilities for import/export and statistical analysis, applicable to processing data from Excel/Execl sheets.
SuperDataAnalysis - DataMaster_MCP
szqshan
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security
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license
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quality
Provides powerful data analysis capabilities for AI systems with functions for data import/export, SQL querying, statistical analysis, and data processing.
Last updated -
9
Why this server?
Facilitates running JavaScript analysis scripts directly on loaded CSV data (common spreadsheet output format) for deep data processing and exploration.
Claude MCP Data Explorer
tofunori
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security
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license
A
quality
A Model Context Protocol server that enables Claude to load CSV files and execute JavaScript data analysis scripts for advanced data exploration and insights generation.
Last updated -
2
8
MIT License
Why this server?
A useful tool for data processing workflows, allowing the conversion of Excel and CSV data into structured JSON format for further analysis or integration.
Excel to JSON MCP by WTSolutions
he-yang
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security
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license
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The Excel to JSON MCP provides a standardized interface for converting Excel and CSV data into JSON format using the Model Context Protocol.
Last updated -
4
Why this server?
Offers advanced Excel operations coupled with specific financial calculation features, suitable for users performing specialized data analysis related to finance in spreadsheets.
Excel Finance MCP
jeremycharlesgillespie
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security
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license
A
quality
Enables comprehensive Excel operations and financial calculations including investment analysis, rental property management, expense tracking, and automated financial reporting. Supports creating Excel workbooks with advanced financial formulas, cash flow projections, and tax calculations for accounting and finance workflows.
Last updated -
89
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