Your Instant AI Admin Dashboard
Connect your database. Get instant insights.
No setup. No queries to write. Argus connects directly to your MongoDB and instantly acts as a personalized, generative dashboard for your entire team.
Zero write risk
Generative UI
Make admins out of a dashboard, easily.
Stop building internal tools from scratch. Argus reads your schema and generates the charts, tables, and insights you need automatically.
Multi-Dimensional Engagement Analysis
Generative InsightAuto-correlated Traffic vs. Conversion vs. System Latency over 30 days
Total Traffic
142.5k +12%
Avg Conversion
8.4% -1.2%
P99 Latency
32ms Opt
Real-time Generative Charts
Ask questions in plain English. Argus generates beautiful, interactive charts specific to your schema without a single line of frontend code.
Infrastructure Cost
$0.00
Zero ETL. Zero warehouse fees. Argus queries your existing MongoDB directly.
Zero Setup Time
Skip the grueling process of wiring up a React frontend to your database.
Complex Pipelines
12ms p99
Argus writes perfectly indexed
$facet pipelines instantly.No MQL Required
Stop wrestling with dense aggregations. We handle indexing and execution.
Generated Query Signatures
Real-time Analysis| Natural Language Intent | Category | Avg Exec | 14d Volume |
|---|---|---|---|
Find paying users inactive for 30d db.events.aggregate([...]) | Retention | 1.2s | 1240 |
Aggregate revenue by UTM source db.events.aggregate([...]) | Revenue | 3.4s | 890 |
Detect anomalous login spikes db.events.aggregate([...]) | Security | 0.8s | 4500 |
Map user journey to checkout db.events.aggregate([...]) | Funnel | 2.1s | 620 |
Agent is currently optimizing 12 slow queries detected in the last hour.
Personalized Insights
Argus learns what matters to you. Whether it's cohort retention or daily active users, it builds the dashboard around your specific needs.
Your production cluster is safe.
We know the fear of connecting third-party tools to a live database. That's why Argus is built with three impenetrable layers of write-protection.
- 1MCP server runs with MDB_MCP_READ_ONLY=true — write tools are stripped.
- 2Onboarding recommends a read-only database user.
- 3argus-result-set-guard blocks $out / $merge before execution.