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

JCTools/JCTools

None observed · 2026-08-28

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

Health v2 · maintenance only

90/100

  • Activity 98
  • Release rhythm 74
  • 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: 173
  • age_days: 4679
  • days_rel: 15
  • days_push: 15
  • n_releases_24m: 2

Full methodology

Adoption not part of the score

3869 stars · 591 forks observed · 2026-08-28

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

JCTools is a Java library providing high-performance concurrent data structures missing from the JDK, notably lock-free and wait-free queue variants (SPSC/MPSC/SPMC/MPMC) plus non-blocking hash maps and concurrent counters. It is stable and widely used by frameworks such as Netty and RxJava.

Use cases

  • pass messages between threads with minimal contention
  • replace JDK concurrent queues for higher throughput
  • build single-producer single-consumer pipelines
  • use lock-free hash maps in concurrent code
  • batch drain and fill queue elements efficiently
  • benchmark concurrent queue implementations

When to choose

  • you need maximum throughput inter-thread message passing on the JVM
  • you want specialized SPSC/MPSC/SPMC/MPMC queue semantics
  • you need wait-free or lock-free guarantees with bounded or unbounded queues
  • you want a battle-tested library used by Netty and RxJava

When to avoid

  • your workload is low-contention and JDK queues suffice
  • you need distributed or persistent queues rather than in-process ones
  • you cannot tolerate sun.misc.Unsafe-based code and are stuck below JDK11

Facets

library · maturity stable

concurrency data-science developer-tools performance jvm lock-free wait-free queues data-structures benchmarks message-passing algorithms

2 sources

Member repositories

RepositoryRoleHealth v2
JCTools/JCToolsmain90

For agents

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