UCLA-Trustworthy-AI-Lab/MCP-Server
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This MCP server is designed for data analysis, focusing on reading Excel files, performing descriptive analysis, and generating various plots.
Tools
Functions exposed to the LLM to take actions
Fileslist_excel_files
Scans the desktop for .xlsx and .xls files and returns a list of filenames.
read_excel_file
Reads the specified Excel file from the desktop and returns basic info about rows, columns, a preview of the first 5 rows, and data types.
analyze_excel_data
Computes descriptive statistics for numeric, categorical, and date columns, and calculates a correlation matrix for numeric columns if applicable.
create_bar_chart
Generates a bar chart from an Excel file using specified columns.
create_pie_chart
Generates a pie chart from an Excel file using specified columns.
create_line_chart
Generates a line chart from an Excel file using specified columns.
create_scatter_plot
Generates a scatter plot from an Excel file using specified columns.
create_histogram
Generates a histogram from an Excel file using a specified column.
create_box_plot
Generates a box plot from an Excel file using specified columns.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client