MCP-CSV-Analysis-with-Gemini-AI
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MCP CSV Analysis with Gemini AI is a robust MCP server designed for advanced CSV data analysis and thinking generation using Gemini AI. It offers integration with Claude Desktop and provides tools for data visualization and natural language processing.
MCP CSV Analysis with Gemini AI
A powerful Model Context Protocol (MCP) server that provides advanced CSV analysis and thinking generation capabilities using Google's Gemini AI. This tool integrates seamlessly with Claude Desktop and offers sophisticated data analysis, visualization, and natural language processing features.
🌟 Features
1. CSV Analysis Tool
- Comprehensive Data Analysis
- Two Analysis Modes: basic and detailed
- Analysis Components: statistical analysis, data quality assessment, pattern recognition, correlation analysis, feature importance evaluation, preprocessing recommendations, business insights, visualization suggestions
2. Data Visualization Tool
- Interactive Visualizations with Plotly
- Visualization Types: basic, advanced, custom
- Chart Types: histograms, correlation heatmaps, scatter plots, line charts, bar charts, box plots
- Features: automatic data type detection, smart chart selection, interactive plots, high-resolution exports, customizable layouts
3. Thinking Generation Tool
- Generates detailed thinking process using Gemini's experimental model
- Supports complex reasoning
- Saves responses with timestamps
- Customizable output directory
📊 Visualization Types
Basic Visualizations
- Automatically generated
- Includes: histograms, correlation heatmaps, scatter plots
Advanced Visualizations
- Sophisticated charts
- Multiple variables
Custom Visualizations
- User-defined
- Configurable parameters