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MCP server · Healthcare

Synthetic Data Generation Evaluator

· github.com/sordi-ai/Synthetic-Data-Generation-Evaluator

A comprehensive toolkit for evaluating the quality of synthetically generated tabular data against real data. Supports 50+ metrics across similarity, correlation, distance, privacy, ML efficacy, and likelihood fitness — plus an MCP server for AI agent integration.

Unclaimed healthcare
InstallView source
34Low

Scored a month ago · breakdown

About Synthetic Data Generation Evaluator

Synthetic Data Generation Evaluator is an MCP server in the Healthcare category: a comprehensive toolkit for evaluating the quality of synthetically generated tabular data against real data. Supports 50+ metrics across similarity, correlation, distance, privacy, ML efficacy, and likelihood fitness — plus an MCP server for AI agent integration.

Install

From source
git clone https://github.com/sordi-ai/Synthetic-Data-Generation-Evaluator

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (11)

evaluate_using_reportRun a full report category on real vs synthetic CSV

Parameters not published.

evaluate_using_single_metricRun a single metric on real vs synthetic CSV

Parameters not published.

get_dataset_metadataAuto-generate metadata for one or more CSV files

Parameters not published.

get_evaluation_metric_parametersGet required/optional params for a metric

Parameters not published.

get_ml_evaluation_parametersGet params for ML evaluation

Parameters not published.

get_report_parametersGet required/optional params for a report

Parameters not published.

inspect_dataProfile a CSV — column types, distributions, correlations

Parameters not published.

list_evaluation_metricsList all 50+ metric names

Parameters not published.

list_evaluation_reportsList all report categories and their metrics

Parameters not published.

list_ml_evaluation_modelsList available ML models

Parameters not published.

ml_evalTrain/test ML models on real or synthetic data

Parameters not published.

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Questions

About Synthetic Data Generation Evaluator

How do I install Synthetic Data Generation Evaluator?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Synthetic Data Generation Evaluator safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Synthetic Data Generation Evaluator still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.