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

glowroot/glowroot

Easy to use, very low overhead, Java APM observed · 2026-08-28

github.com/glowroot/glowroot · homepage · Java · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

88/100

  • Activity 97
  • Release rhythm 71
  • 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: 47
  • age_days: 4599
  • days_rel: 114
  • days_push: 21
  • n_releases_24m: 4

Full methodology

Adoption not part of the score

1355 stars · 337 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Glowroot is an open-source, very low overhead Java APM (application performance monitoring) tool that installs as a JVM agent. It captures traces, SQL and service call data, response time charts, continuous profiling, and offers optional central collection with a web UI.

Use cases

  • monitor java application performance in production
  • find root cause of slow requests and errors
  • capture and aggregate SQL query performance
  • profile jvm applications continuously
  • set up alerting on response time regressions
  • self-hosted apm for tomcat or spring apps
  • trace async requests across threads

When to choose

  • you need a free, self-hosted APM for Java/JVM applications
  • you want minimal overhead instrumentation via a single javaagent flag
  • you need SQL, HTTP, and framework-level tracing out of the box
  • you want quick setup with a built-in web UI

When to avoid

  • your stack is not on the JVM
  • you need APM for polyglot microservices beyond Java
  • you require a managed SaaS observability platform
  • you need deep frontend/browser performance monitoring

Facets

application · maturity active

monitoring tracing alerting analytics monitoring performance backend developer-tools jvm self-hosted apm java-agent application-performance-monitoring profiling low-overhead observability devops web-server

3 sources

Member repositories

RepositoryRoleHealth v2
glowroot/glowrootmain88

For agents

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

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