Database Root Cause. Without the DBA War Room.
NeuBird reads MongoDB Atlas metrics, slow query logs, and replication health to tell your team exactly why the application is slow, before the incident escalates.
In place
Data queried where it lives, never copied
Every agent
Inherits the connection once it is made
100%
Human-approved actions
Full
Audit trail on every action
Core Capabilities
From signals to solutions
Prevent
Catch MongoDB performance degradation before queries break
NeuBird reads Atlas metrics and query patterns continuously, learning normal behavior for your clusters. It surfaces slow query trends, connection pool exhaustion risk, replication lag creep, and missing indexes before they cause application-layer incidents.
- Slow query trend detection before threshold breach
- Connection pool exhaustion risk identification
- Replication lag drift monitoring across replica sets
Resolve
Know in minutes whether MongoDB is the root cause
When an application incident fires, NeuBird checks MongoDB Atlas simultaneously, reading slow query logs, connection counts, replication health, and cluster metrics. It tells your team definitively whether the database is the root cause or a downstream victim.
- Automatic database vs. application layer causality determination
- Slow query fingerprinting correlated with application latency spikes
- Replica set and sharding health correlated with read/write errors
Operate
Improve query performance and reduce Atlas spend
NeuBird analyzes Atlas query patterns, index usage, and cluster sizing over time to identify optimization opportunities (missing indexes, inefficient aggregations, over-provisioned clusters) before they become performance or cost problems.
- Missing index and collection scan detection
- Over-provisioned Atlas tier identification
- Query pattern analysis to surface high-frequency slow operations
Better Together
MongoDB Atlas + NeuBird
| Capability | MongoDB Atlas | NeuBird |
|---|---|---|
| Slow query detection | ✓ | ✓ |
| Application incident correlation | Manual: requires cross-tool investigation | Automatic: NeuBird links DB signals to app incidents |
| Root cause determination | Requires DBA expertise to interpret | Evidence-based root cause with supporting data |
| Replication health correlation | Visible in Atlas UI, not linked to incidents | Correlated with application errors automatically |
| Cross-layer analysis | Atlas-only visibility | DB + infra + app signals correlated in one investigation |
| Index recommendations | Performance Advisor suggestions | Recommendations tied to active incident impact |
Ecosystem
Works across your entire stack
MongoDB Atlas is one piece of the picture. NeuBird queries it in place and correlates it with every other connected tool, and every agent in the center inherits the connection.
Databases
- Redis
- Elasticsearch
- OpenSearch
- Snowflake
- InfluxDB
Observability
- Datadog
- Grafana
- PagerDuty
- Splunk
- New Relic
Cloud
- Amazon CloudWatch
- Google Cloud Platform
- IBM Cloud
DevOps
- GitHub
- Jenkins
- Terraform
- ArgoCD
FAQ
Common questions
How does NeuBird connect to MongoDB Atlas?
NeuBird connects to MongoDB Atlas via the Atlas API using scoped, least-privilege programmatic API keys. No agents are installed, no schema changes are required, and no write access is needed.
Does NeuBird work with self-hosted MongoDB, or only Atlas?
The current integration focuses on MongoDB Atlas. Self-hosted MongoDB support depends on whether metrics are exposed via a compatible API or observability platform like Datadog.
Can NeuBird tell me if MongoDB is the root cause of an application incident?
Yes. This is a core use case. NeuBird reads Atlas metrics and logs at incident time and determines whether the database layer is causal or merely showing downstream effects.
What Atlas metrics does NeuBird read?
NeuBird reads query execution times, slow query logs, connection pool metrics, replication lag, oplog window, disk IOPS, and cluster CPU and memory utilization.
Get Started
Connect MongoDB Atlas to the center.
MongoDB Atlas gives you the data. Connect it to NeuBird once, and every agent that touches production inherits it, including the ones you build yourself.