MCP CSV Analysis with Gemini AI

Tools · 3

• analyze-csv Performs comprehensive Exploratory Data Analysis (EDA) on CSV files with basic or detailed analysis modes, including statistical analysis, data quality assessment, pattern recognition, correlation analysis, feature importance evaluation, preprocessing recommendations, business insights, and visualization suggestions.
• visualize-data Creates interactive visualizations using Plotly with basic, advanced, or custom visualization types, supporting histograms, correlation heatmaps, scatter plots, line charts, bar charts, and box plots with automatic data type detection and smart chart selection.
• generate-thinking Generates detailed thinking process text using Gemini's experimental model, supporting complex reasoning and analysis, with timestamped responses saved to a customizable output directory.