MCPs › Data & APIs › 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.
Not monetized yet
Turn data-quality-loop’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install data-quality-loop
For anyone using data-quality-loop — no Lulu account needed# stdio server — install per the repository README: https://github.com/auron-lmh/data-quality-loop
Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.
View server →FAQ
data-quality-loop installs from source — follow the repository README.
Unrated out of 100, computed from cross-registry traction signals (installs, stars, registry presence) — never influenced by sponsorship.
Similar servers
Works well together
Your server?
This is for the person who owns data-quality-loop — adds Lulu Ads to your own code. Not the install steps above, those are for your users.
Copies a ready prompt: your coding agent installs the lulu-ads SDK, wires the slot, and applies the widget design guide.
or set up manually at getlulu.dev/publishers
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Managed hosting with monetization built in — waitlist.
[](https://getlulu.dev/mcps/data-quality-loop)