DataCheck
Rank #51,054glama/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.
What you can do with DataCheck
DataCheck is a Model Context Protocol (MCP) server published by liuxiaotong. It ranks #51,054 of 167,945 active servers 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.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What DataCheck can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using DataCheck
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Nov 3, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect DataCheck and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for DataCheckyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Feb 9, 2026
- Latest release tag
- Feb 9, 2026
- Version history
- 4 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Nov 3, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Nov 3, 2026
- Glama ↗listed since Jun 22, 2026 · still listed
Do you maintain DataCheck? to correct or enrich this profile.
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 |
Ranks ahead of 116,891 of 167,945 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](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 167,945" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
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.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.