Your MongoDB is slow.
mongoui tells you why, and fixes it.
The AI-native MongoDB GUI that works on the hard part: optimizing slow queries with your real explain() data, debugging aggregation pipelines stage by stage, and cleaning up bad data safely. A Compass alternative with an actual brain.
Read-only by default · works with self-hosted and Atlas · free tier at launch
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The AI-native MongoDB GUI. A Compass and Studio 3T alternative with a brain.
Compass and Studio 3T are good at browsing data, writing queries, and reading an explain plan. mongoui adds the layer they do not: AI that debugs and optimizes your pipelines, gates regressions in CI, and repairs data safely.
| The job | Compass | mongoui |
|---|---|---|
| Browse collections, run queries | ||
| Natural-language query with an AI assistant | ||
| Visual explain plan and index hints | ||
| Debug an aggregation pipeline stage by stage, in plain English | ||
| Optimize a slow pipeline with a measured before-and-after fix | ||
| Block a pull request when a pipeline regresses (CI) | ||
| AI data cleanup with dry-run diff and rollback |
Fix slow queries
Find the slow stage in seconds, not an afternoon. mongoui reads your real explain() output, indexes, and sample data to pinpoint the bottleneck, then suggests index and reorder fixes with a measurable before and after. Wire it into CI so a slow pipeline never merges again.
Debug any aggregation pipeline
See exactly what your pipeline does to your data, stage by stage, in plain English. Where documents get dropped, which stage breaks the result, why the output is wrong. No more commenting out stages one at a time to find the culprit.
Clean up bad data, safely
Fix messy production data without writing a throwaway script. Describe the change in plain English. mongoui generates the exact update, shows a dry-run diff on real documents, and only writes after you approve, with a rollback artifact saved. Read-only until you say go.
Why pay for it
It beats pasting into ChatGPT
ChatGPT does not know your schema, your data, or your explain() output. It produces syntax that looks right. mongoui is grounded in your real database, so its answers are validated and runnable, and its fixes are previewed on your actual documents before anything changes.
Built for teams running MongoDB in production
SaaS backends, agencies, and consultancies. Self-hosted or Atlas. If you have ever debugged a pipeline by commenting out stages, this is for you.
Pricing
Planned for launch. Founding waitlist members get a discount.
Free
$0
free forever
- Explain and debug any pipeline
- Browse collections and run queries
- Self-hosted or Atlas
Team
$10–30 / user / mo
planned
- Everything in Free
- Query optimization with explain()
- CI pipeline-regression gates
- Schema inference and auto-docs
- Safe AI data cleanup
Be first when mongoui launches
Join the waitlist. Founding members get early access and a launch discount. We will only email you about mongoui.