Netdata implements the Model Context Protocol (MCP), available via Netdata Cloud for infrastructure-wide access (Business/Homelab plan) and on every Agent/Parent for direct local access (free, open-source). This enables native integration with VS Code, Cursor, JetBrains IDEs, Claude Code, and any MCP-compatible tool. Query metrics, investigate alerts, analyze logs, and investigate traces without leaving your editor. Learn more about MCP integration.

No. Netdata’s NIDL framework (Nodes, Instances, Dimensions, Labels) provides point-and-click analysis with dropdown menus above each chart. Filter, slice, and drill down into data as naturally as browsing files—no query language required. For advanced users, AI Chat accepts natural language questions.

60 seconds from installation to first dashboard. One-line install command automatically discovers services, generates dashboards, configures 400+ alerts, and starts ML training. No configuration files, no manual setup, no threshold tuning required. Quick start guide.

Per-second monitoring catches transient issues that per-minute monitoring completely misses. Most operational anomalies last 2-10 seconds—30-second monitoring misses 90% of these events. Netdata’s per-second collection with sub-2-second latency reveals microbursts, brief spikes, and cascading failures invisible to traditional tools. Learn about real-time monitoring.

Yes. Netdata exports to Prometheus, InfluxDB, Graphite, OpenTSDB, and other TSDBs. Use Netdata for real-time troubleshooting and edge intelligence while maintaining existing dashboards. The Grafana datasource plugin enables seamless integration with existing Grafana workflows.

Netdata combines ML-based anomaly detection (18 models per metric) with AI-powered analysis. Anomaly Advisor correlates issues across all metrics and surfaces the top 30-50 relevant results. AI Chat accepts natural language questions and provides instant answers with supporting data. Both features work together to reduce MTTR by 80%. Explore AI features.

Yes. Netdata ingests OpenTelemetry traces over OTLP on the same agent that collects your metrics and logs. Instrument your service with any OpenTelemetry SDK, point the exporter at the agent over OTLP/gRPC, and spans are stored and indexed on your own infrastructure. The Traces tab in Netdata Cloud gives you a duration heatmap, filters by service, span name and duration, a full waterfall for every trace, and every span attribute your instrumentation recorded. Learn about distributed tracing.

Predictable per-node pricing for infrastructure monitoring, with no charges for metrics volume, Logs Monitoring (querying logs in place), users, data retention or containers and no custom metrics fees. P90 billing excludes daily spikes and top 3 days per month. Free Community tier available for personal, non-commercial use (5 nodes). View pricing details.

Yes. Netdata Functions provide browser-based access to top, htop, iostat, netstat, journalctl, and more—with full historical data and ML anomaly detection. Same per-second precision as console tools but without security risks of SSH access. See console replacement features.

Netdata works with any language or framework. Infrastructure and services are monitored without code changes, and for your own application code you can instrument with any OpenTelemetry SDK and send metrics, logs and traces over OTLP to the local agent. Auto-discovery covers 800+ integrations including databases (PostgreSQL, MySQL, MongoDB), web servers (NGINX, Apache), message brokers (Kafka, RabbitMQ), containers (Docker, Kubernetes), and cloud platforms (AWS, Azure, GCP). Custom metrics via StatsD, Prometheus, or OpenTelemetry. Browse integrations.

Netdata’s distributed architecture eliminates centralized cardinality limits. Each Agent handles its own metrics with no artificial restrictions. Process 3,000-20,000 metrics/second per node with linear scaling—no OOM errors, no cardinality penalties, no cost explosions. Proven at 4.5 billion metrics/second globally. Learn about scalability.

Minimal. Zero configuration means no setup learning. NIDL framework requires no query language training. AI Chat accepts plain English questions. Algorithmic dashboards eliminate manual building. Junior engineers get senior-level visibility automatically—no specialized training required.

Yes. Netdata Agent is fully open source (GPL v3+) and runs on your own infrastructure. Metrics, logs and traces stay on your nodes; only metadata travels to Netdata Cloud. Netdata Cloud is optional for metrics, while viewing logs and exploring traces require a Netdata Cloud sign-in (SaaS or On-Premises). For complete air-gapped deployments, Netdata Cloud On-Premises is available. Learn about deployment options.

Netdata provides 90% cost reduction, true real-time monitoring (per-second vs 10-60 seconds), zero configuration (60 seconds vs weeks), and data sovereignty (on-premises vs cloud storage). Both sides do distributed tracing: Datadog and New Relic add code-level profiling to their APM, while Netdata ingests OpenTelemetry traces and stores them on your own agents, next to your per-second metrics and logs. See detailed comparison.

Community support via GitHub (80,000+ stars), Discord, and forums. Business tier includes email/ticket support during business hours with SLA. Enterprise tier provides 24/7 support, phone access, and dedicated teams. All tiers include comprehensive documentation and video tutorials. View support options.