Ross ROSS = Recommend OSS · open-source software intelligence for agents

netdata/netdata

The fastest path to AI-powered full stack observability, even for lean teams. observed · 2026-08-28

github.com/netdata/netdata · homepage · Go · GPL-3.0 (copyleft) observed · 2026-08-28

Health v2 · maintenance only

98/100

  • Activity 99
  • Release rhythm 97
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 12
  • age_days: 4825
  • days_rel: 21
  • days_push: 7
  • n_releases_24m: 48

Full methodology

Adoption not part of the score

80307 stars · 6602 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Netdata is an open-source, real-time infrastructure monitoring and observability platform with a lightweight agent that collects per-second metrics, logs, and alerts across the full stack. It includes built-in machine learning for anomaly detection and root cause analysis, 800+ integrations, and optional centralized parent nodes or a cloud platform.

Use cases

  • monitor server cpu memory and disk in real time
  • set up alerting for my kubernetes cluster
  • detect anomalies in infrastructure metrics automatically
  • monitor mysql postgres and mongodb performance
  • troubleshoot production incidents with per-second metrics
  • centralize metrics from many servers into one dashboard
  • replace prometheus and grafana with a zero-config monitoring stack

When to choose

  • you need real-time per-second monitoring with minimal setup
  • you want built-in anomaly detection and alerting out of the box
  • you monitor heterogeneous infrastructure including databases, containers, and kubernetes
  • you have lean teams wanting full-stack observability without stitching multiple tools

When to avoid

  • you need a fully managed observability SaaS with no self-hosted components
  • you require deep application-level tracing or log analytics as the primary focus
  • you need a lightweight metrics scraper only, without dashboards and agents

Facets

application · maturity stable

monitoring alerting data-visualization machine-learning mcp monitoring self-hosted analytics self-hosted cross-platform observability metrics anomaly-detection prometheus real-time infrastructure-monitoring agent-based devops linux docker kubernetes

10 sources

Member repositories

RepositoryRoleHealth v2
netdata/netdatamain98

For agents

markdown · JSON · MCP: product_card(name="netdata/netdata")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem