MCPs › Data & APIs › aegis-dq
Agentic data quality MCP server — runs structured validation rules against warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres), diagnoses failures with LLM root cause analysis, and proposes SQL remediations. Full audit trail of every AI decision.
Not monetized yet
Turn aegis-dq’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install aegis-dq
For anyone using aegis-dq — no Lulu account needed# stdio server — install per the repository README: https://github.com/aegis-dq/aegis-dq
Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.
View server →FAQ
aegis-dq 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 aegis-dq — 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/aegis-dq)