A powerful MCP (Model Control Protocol) server for preprocessing and analyzing CSV files. This server provides a suite of tools for data manipulation, visualization, and analysis through an…
Vibe Preprocessing and Analysis MCP Server for CSV files is an MCP project maintained in the mudit14224/vibe-data-analysis repository. The maintainer describes its purpose as “A powerful MCP (Model Control Protocol) server for preprocessing and analyzing CSV files. This server provides a suite of tools for data manipulation, visualization, and…”. Read the project documentation for the complete scope.
Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| send_work_dir | ): Retrieve the current working directory |
| set_work_dir | new_work_dir): Set a new working directory |
| list_work_dir_files | ): List files in the current working directory |
| load_csv | filename): Load a CSV file into the system |
| save_global_df | filename): Save the current dataframe to a file |
| handle_column_mixed_types | ): Handle columns with mixed data types |
| handle_null_values | strategy, columns): Handle null values in the dataset with various strategies |
| drop_columns | columns): Remove specified columns |
| rename_columns | column_mapping): Rename columns in the dataframe |
| run_custom_df_edit_code | code): Execute custom dataframe manipulation code |
| describe_df | ): Generate a statistical summary of the dataframe |
| generate_correlation_matrix | ): Create a correlation matrix with visualization |
| plot_graph | graph_type, x_column, y_column, output_filename): Create various types of plots |
| run_custom_graph_code | code): Execute custom visualization code |
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