syahriikram/proj_mcp_synthetic_data
3.1
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This document provides a comprehensive overview of setting up a Model Context Protocol (MCP) server for synthetic data generation using the SDV library.
Tools
Functions exposed to the LLM to take actions
Generate Tool
Creates synthetic data from real data using SDV Synthesizer.
Evaluate Tool
Evaluates quality of synthetic data by assessing statistical similarity to real data.
Visualize Tool
Generates visualization to compare real and synthetic data for specific columns.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client