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MCP servers tagged synthetic-data
38 live MCP servers tagged "synthetic-data", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with synthetic-data.
Kiln
Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
Kiln
Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
DataDesigner
🎨 NeMo Data Designer: A general library for generating high-quality synthetic data from scratch or based on seed data.
Deepfabric
Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline
Omnisim
Open-source robotics simulator for coding agents: HTTP/JSON + MCP control, Newton physics, wgpu rendering, ROS 2, and reproducible benchmarks.
Distillery
Turn documents into high-quality instruction datasets with grounding, quality filtering, deduplication, and provenance.
Hl7gen
AI-native HL7 v2 toolkit with generation, validation, HL7→FHIR conversion, MCP & Claude Code integration. Bringing healthcare interoperability into the AI-native developer ecosys…
QueryForge
Governed AI analytics from natural language to auditable SQL, powered by a mandatory semantic layer, policy enforcement, and a visual Studio. 从自然语言到可审计 SQL 的受治理 AI 数据分析平台，内置强制语义层、…
Companysim
Give your AI agent an entire company to work with. Local synthetic organizations with MCP, REST, CLI and a browser UI.
Data Forge
Turn any website into a quality-scored LLM fine-tuning dataset: crawl, chunk, generate Q&A, score, export to JSONL/Parquet/HF Hub. CLI plus MCP server.
Adaption Cursor Plugin
Adaption plugin for Cursor — datasets, training, and AutoScientist workflows
Data Synth
Seed-to-scale LLM synthetic data engine with auto-detected templates, schema validation & quality-diversity optimization. CLI + MCP ready.
Era
Build, test and benchmark agents across a complete simulated enterprise
Dataset Genie
Turn a two-sentence domain brief into an Unsloth-ready fine-tuning dataset. Eight-stage OpenRouter pipeline with LLM judge, human review and SFT / Alpaca / DPO / tool-calling / GR…
Hl7fhirgen
Generate, validate, and explain FHIR resources against any StructureDefinition profile — plus an NPHIES pack for pre-submission claim checking, an MCP server & Claude Code plugin,…
Knovaryn
Open, MCP-native training-data foundry: turn permitted documents into traceable, quality-gated SFT and preference datasets.
Imstage
Synthetic conversations for non-commercial testing, learning and evaluation. Generic chat rendering with visible fictional-content labels.
Awesome Workplace Agent Environments
A curated list of environments, benchmarks, datasets, and RL training resources for workplace AI agents: email, chat, calendar, docs, and enterprise apps.
Smithery
Forge tool-calling models from your API definitions.
Repairer Orchestrator
Synthetic LangGraph multi-agent repair orchestrator with A2A/MCP routing, validation, memory, and a multilingual portal
Faker MCP
Vinkius Edge high-performance Model Context Protocol (MCP) server for generating realistic mock data.
Delivery Intelligence MCP Workbench
Governed AI/MCP delivery-intelligence workbench with synthetic programme data, evidence tracing, evaluation, telemetry, and visual dashboard.
Meva Health AI
Open-source framework for evaluating whether AI agents retrieve and faithfully use medical evidence from synthetic FHIR records.
Apify Synthea API
Synthea API on Apify - Python (uv) + MCP example. Generate synthetic, FHIR-compliant patient health records (safe, no real PHI) as structured JSON.
Eco Faker
Stateful, relationally-consistent fake e-commerce data generator. CLI, MCP server, REST/GraphQL/tRPC/MSW adapters, analytics, fraud sim, OTel traces & more
Amo Situation Bench
Agentic Manufacturing Orchestration — a small public dataset of the S&OE decisions where good planners disagree, plus the graph, MCP server, skills, and first agent.
Crm MCP Agent Public
An agent does a CRM marketer's ad-hoc SQL over 5 read-only MCP tools against a deterministic synthetic CDP, behind a pure-stdlib governance kernel: tiered authority, fingerprint-b…
Seedfast MCP
Public integration surface for the Seedfast MCP server: client configuration, tool reference and a smoke test
Operations Context Demo
Read-only MCP context demo with bounded retrieval, source provenance, and conservative publication controls.
Governed Metrics MCP
An MCP server demonstrating the governed metrics layer pattern: an LLM accesses curated metric definitions as tools instead of writing raw SQL against a database.
Evidence First AI Diligence
Finance-native PE/VC underwriting desk with deterministic mechanics, source-linked evidence, governed model proposals, and human IC control
Protocol To Data
From a clinical trial protocol to an analyzable synthetic dataset — in one agentic loop, driven by Claude.
Mpi Duplicate Detection
Duplicate patient-record detection for a Master Patient Index, with an MCP server. Synthetic data only
Geo Explorer Trustpath AI
Protótipo educacional de capacitação responsável em IA com dados sintéticos, testes automatizados e MCP read-only.
Springofwinds Datasets
Synthetic datasets for MCP agent trajectories, function calling, and regulatory CoT
Text To Dashboard Demo
Plain-English request to Grafana dashboard through the Grafana MCP server, on synthetic data, all on one laptop
Agent Proof Kit
Deterministic proof gates and a raw-byte write firewall for AI agents — CLI, MCP, in-toto receipts, Codex CLI and Mistral Vibe.
Simuloom MCP
Turn OpenAPI contracts into deterministic, stateful virtual services, synthetic test data, and validation evidence—with REST, MCP, and a local AI Copilot.