DataCheck

Multi-dimensional data quality validation and statistical anomaly detection for LLM training data, with auto-fix pipeline and MCP tools for AI IDE integration.

→ liuxiaotong/data-check · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/liuxiaotong-data-check-ezbi7m)](https://m8ven.ai/mcp/liuxiaotong-data-check-ezbi7m)

commit: f997389a9131b2eea937c2a16a378d14d6e56d2c

code hash: 1e2d65a027c3364704458fd18811712376495358b08850d2013f6246bf109051

verified: 6/22/2026, 1:08:47 PM

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