A Model Context Protocol (MCP) server for generating, validating, and managing synthetic data.
This server provides the following tools for AI assistants:
Generate structured data generation instructions from business descriptions
Run pandas code in a restricted environment with automatic DataFrame detection
Validate and convert JSON Lines data to CSV format
Validate data structure, referential integrity, and save as CSV files
Validate relationships between tables
Identify potential issues in data models (3NF validation)
Load data to various storage targets (S3) with support for: