MCP Servers / database / Quick Data for Windows MCP

Quick Data for Windows MCP

stdionone★ 1database

A Windows-optimized server for performing data analytics on JSON and CSV files, designed for Claude Desktop integration.

github ↗

Install

How to run this server

[ { "cmd": "pip install -r", "imports": [] } ]

server path: quick-data-for-windows-mcp

Tools

What this server exposes

load_dataset

Load CSV/JSON files with automatic schema discovery

list_loaded_datasets

View all datasets in memory

get_dataset_info

Get detailed dataset information

clear_dataset

Clear a specific dataset from memory

clear_all_datasets

Clear all datasets from memory

segment_by_column

Analyze categorical data segments

find_correlations

Discover relationships between variables

analyze_distributions

Statistical distribution analysis

detect_outliers

Identify data anomalies

suggest_analysis

AI-powered analysis recommendations

create_chart

Generate interactive charts (bar, scatter, line, histogram)

generate_dashboard

Multi-chart dashboards

validate_data_quality

Comprehensive data quality scoring

compare_datasets

Multi-dataset comparison analysis

merge_datasets

Join datasets with flexible strategies

calculate_feature_importance

ML feature importance analysis

export_insights

Export results in multiple formats

Configuration

Environment & auth

authnone

Resources

githubhttps://github.com/Beaulewis1977/quick-data-for-windows-mcp ↗