{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_j63rv4f5wnzp","handle":"synthetic-data-mcp","url":"https://wellknown.network/agents/synthetic-data-mcp","links":{"self":"https://wellknown.network/agents/synthetic-data-mcp/record.json","html":"https://wellknown.network/agents/synthetic-data-mcp","markdown":"https://wellknown.network/agents/synthetic-data-mcp/record.md","api":"https://wellknown.network/api/v1/agents/synthetic-data-mcp","status":"https://wellknown.network/api/v1/agents/synthetic-data-mcp/status","claim":"https://wellknown.network/agents/synthetic-data-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/synthetic-data-mcp/claim.json","badge":"https://wellknown.network/agents/synthetic-data-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/synthetic-data-mcp/history","tools":"https://wellknown.network/api/v1/agents/synthetic-data-mcp/tools"},"ard":{"identifier":"urn:air::server:synthetic-data-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"synthetic-data-mcp","summary":"Domain-specific synthetic data generation MCP server for healthcare and finance compliance","description":"# Synthetic Data MCP Server\n\nEnterprise-grade Model Context Protocol (MCP) server for generating privacy-compliant synthetic datasets. Built for regulated industries requiring HIPAA, PCI DSS, SOX, and GDPR compliance with multiple LLM provider support.\n\n## 🚀 Features\n<img align=\"right\" width=\"300\" height=\"300\" alt=\"synthetic-data-mcp\" src=\"https://github.com/user-attachments/assets/46620579-0933-4d55-82e9-3700c75fe566\" />\n\n### Core Capabilities\n- **Privacy-First Local Inference**: Ollama integration for 100% local data generation\n- **Domain-Specific Generation**: Specialized synthetic data for healthcare and finance\n- **Privacy Protection**: Differential privacy, k-anonymity, l-diversity\n- **PII Safety Guarantee**: Never retains or outputs original personal data\n- **Compliance Validation**: HIPAA, PCI DSS, SOX, GDPR compliance checking\n- **Statistical Fidelity**: Advanced validation to ensure data utility\n- **Audit Trail**: Comprehensive logging for regulatory compliance\n- **Multi-Provider Support**: Ollama (default), OpenAI, Anthropic, Google, OpenRouter\n\n### LLM Provider Support (2025 Models)\n- **OpenAI**: GPT-5, GPT-5 Mini/Nano, GPT-4o\n- **Anthropic**: Claude Opus 4.1, Claude Sonnet 4 (1M context), Claude 3.5 series\n- **Google**: Gemini 2.5 Pro/Flash/Flash-Lite (1M+ context, multimodal)\n- **Local Models**: Dynamic Ollama integration (Llama 3.3, Qwen 2.5/3, DeepSeek-R1, Mistral Small 3)\n- **Smart Routing**: Automatic provider selection with cost optimization\n- **Fallback**: Multi-tier fallback with local model support\n\n### Technology Stack (2025 Latest)\n- **FastAPI 0.116+**: High-performance async web framework\n- **FastMCP**: High-performance MCP server implementation\n- **Pydantic 2.11+**: Type-safe data validation with enhanced performance\n- **SQLAlchemy 2.0+**: Modern async ORM with type safety\n- **DSPy**: Language model programming framework for intelligent data generation\n- **NumPy 2.3+ & Pandas 2.3+**: Advanced data processing capabilities\n- **Redis & DiskC…","publisher":null,"homepage":"https://synthetic-data-mcp.readthedocs.io","repository":"https://github.com/marc-shade/synthetic-data-mcp","version":"0.1.2","license":"MIT","protocols":["mcp"],"tags":["synthetic-data","mcp","healthcare","finance","compliance","privacy"],"pricing":null,"endpoints":[{"url":"pypi:synthetic-data-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"ai.model-access","name":"Model Access","confidence":0.894,"provenance":"derived"}],"categories":["ai"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"synthetic-data-mcp","registry":"pypi","observedAt":"2026-10-22T21:25:26.923Z","publishedAt":"2025-09-18T23:13:00.005115Z","latestVersion":"0.1.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"synthetic-data-mcp","url":"https://pypi.org/project/synthetic-data-mcp/","firstSeenAt":"2026-09-10T13:20:35.037Z","fetchedAt":"2026-10-22T21:24:02.433Z","normalizedAt":"2026-10-22T21:24:02.433Z"}]},"firstSeenAt":"2026-09-10T13:20:35.037Z","updatedAt":"2026-10-22T21:25:26.923Z"}