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

SigNoz/signoz

SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps. observed · 2026-08-28

github.com/SigNoz/signoz · homepage · TypeScript · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

95/100

  • Activity 99
  • Release rhythm 87
  • Longevity 100

Flags: no_license

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: 5.0
  • age_days: 2068
  • days_rel: 7
  • days_push: 7
  • n_releases_24m: 133

Full methodology

Adoption not part of the score

31930 stars · 2447 forks observed · 2026-08-28

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

SigNoz is an open-source, OpenTelemetry-native observability platform that unifies logs, metrics, traces, alerts, and dashboards in a single tool. It offers APM, distributed tracing, log management, and infrastructure monitoring, deployable self-hosted (Docker/Kubernetes/Linux) or as a managed cloud, with AI-agent-native workflows via SigNoz MCP.

Use cases

  • monitor application performance and latency in production
  • replace Datadog or New Relic with an open-source alternative
  • collect and correlate logs, metrics, and traces in one place
  • monitor Kubernetes clusters and host infrastructure
  • set up alerts and dashboards for services
  • debug production issues with distributed tracing
  • self-host an observability stack with full data control
  • give AI agents access to telemetry via MCP

When to choose

  • you want an OpenTelemetry-native, vendor-neutral observability stack
  • you need to self-host and keep full ownership of telemetry data
  • you're migrating from Datadog, Grafana, ELK, or New Relic and want lower predictable costs
  • you want APM, logs, metrics, and alerts unified in one UI
  • you run Kubernetes and need correlated infra and app monitoring

When to avoid

  • you need a fully managed turnkey solution and don't want to operate infrastructure (though SigNoz Cloud exists)
  • you rely on Datadog-specific proprietary features not covered by OpenTelemetry
  • you only need simple log aggregation without metrics or tracing
  • your team lacks capacity to operate ClickHouse and the OTel collector pipeline in self-hosted mode

Facets

application · maturity active

monitoring alerting tracing logging data-visualization analytics self-hosted monitoring self-hosted cloud-computing microservices self-hosted cloud windows opentelemetry apm datadog-alternative prometheus distributed-tracing log-management infrastructure-monitoring kubernetes-monitoring mcp ai-agents devops containers docker kubernetes web-server linux macos

10 sources

Member repositories

RepositoryRoleHealth v2
SigNoz/signozmain95

For agents

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

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