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liuxiaotong/data-check

liuxiaotong/data-check

@liuxiaotong

Composable rule engine for LLM data quality validation with IQR/Z-score anomaly detection & auto-fix pipeline.

data-qualityvalidationanomaly-detectionmcp-serverllm-trainingdata-checkingrule-enginetool

Installation & Configuration

{
  "mcpServers": {
    "knowlyr-datacheck": {
      "command": "uv",
      "args": [
        "--directory",
        "/path/to/data-check",
        "run",
        "python",
        "-m",
        "datacheck.mcp_server"
      ]
    }
  }
}

Information

Transport
stdio
Language
Python
Created
2026/6/14
Updated
2026/6/15
Homepage
https://github.com/liuxiaotong/data-check