marc-shade/synthetic-data-mcp
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The Synthetic Data MCP Server is an enterprise-grade solution designed for generating privacy-compliant synthetic datasets, particularly for regulated industries requiring compliance with standards like HIPAA, PCI DSS, SOX, and GDPR. It supports multiple LLM providers.
Tools
Functions exposed to the LLM to take actions
generate_synthetic_dataset
Generate domain-specific synthetic datasets with compliance validation.
validate_dataset_compliance
Validate existing datasets against regulatory requirements.
analyze_privacy_risk
Comprehensive privacy risk assessment for datasets.
generate_domain_schema
Create Pydantic schemas for domain-specific data structures.
benchmark_synthetic_data
Performance and utility benchmarking against real data.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client