DataCheck
Rank #39,771glama/liuxiaotong/data-check
Multi-dimensional data quality validation and statistical anomaly detection for LLM training data, with auto-fix pipeline and MCP tools for AI IDE integration.
DataCheck is a Model Context Protocol (MCP) server published by liuxiaotong. It ranks #39,771 of 132,113 servers tracked on MCP Toplist. DataCheck is listed on Glama, with 4 release tags tracked from its GitHub repository. It was first listed on Feb 9, 2026 and most recently updated on Feb 9, 2026.
Ranks ahead of 92,342 of 132,113 servers on MCP Toplist.
Use DataCheck
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Fliuxiaotong%2Fdata-check)<a href="https://mcptoplist.com/server/glama%2Fliuxiaotong%2Fdata-check"><img src="https://mcptoplist.com/badge/glama%2Fliuxiaotong%2Fdata-check.svg" alt="MCP Toplist: Top 50% of 132,113" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
liuxiaotong
Other servers by liuxiaotong
View all liuxiaotong servers →GitHub releases (4)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.5.0 | Feb 9, 2026 |
| v0.4.0 | Feb 9, 2026 |
| v0.3.0 | Feb 9, 2026 |
| v0.2.0 | Feb 9, 2026 |
Frequently asked questions
- Who maintains DataCheck?
- DataCheck is maintained by liuxiaotong, which publishes 2 MCP servers (5 total versions) tracked on MCP Toplist.
- Is DataCheck listed on the Official MCP Registry?
- DataCheck is not on the Official MCP Registry. It is listed on Glama.
- How many versions does DataCheck have?
- No registry surfaces explicit version metadata for DataCheck; MCP Toplist tracks 4 release tags from its GitHub repository, most recently published on Feb 9, 2026.
- Where can I find the source code for DataCheck?
- The source code for DataCheck is hosted at github.com/liuxiaotong/data-check.
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