data-quality-loop
Rank #129,235glama/auron-lmh/data-quality-loop
Enables autonomous data quality inspection and repair workflows. It scans DuckDB warehouses for anomalies, generates and verifies fixes in a dry-run copy, then applies them after validation, with full audit logging.
data-quality-loop is a Model Context Protocol (MCP) server published by auron-lmh. It ranks #129,235 of 137,138 servers tracked on MCP Toplist. data-quality-loop is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 8, 2026.
Ranks ahead of 7,903 of 137,138 servers on MCP Toplist.
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Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
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%2Fauron-lmh%2Fdata-quality-loop)<a href="https://mcptoplist.com/server/glama%2Fauron-lmh%2Fdata-quality-loop"><img src="https://mcptoplist.com/badge/glama%2Fauron-lmh%2Fdata-quality-loop.svg" alt="MCP Toplist: #129,235 of 137,138" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
auron-lmh
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains data-quality-loop?
- data-quality-loop is maintained by auron-lmh, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is data-quality-loop listed on the Official MCP Registry?
- data-quality-loop is not on the Official MCP Registry. It is listed on Glama.
- How many versions does data-quality-loop have?
- data-quality-loop ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for data-quality-loop?
- The source code for data-quality-loop is hosted at github.com/auron-lmh/data-quality-loop.
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