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

UCCL

UCCL is an efficient communication library for GPUs, covering collectives, P2P (e.g., KV cache transfer, RL weight transfer), and EP (e.g., GPU-driven) observed · 2026-10-20

github.com/uccl-project/uccl · homepage · C++ · Apache-2.0 (permissive) observed · 2026-10-20

Health v2 · maintenance only

70/100

  • Activity 100
  • Release rhythm 44
  • Longevity 46
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 652
  • days_rel: 163
  • days_push: 1
  • n_releases_24m: 1

Full methodology

Adoption not part of the score

1545 stars · 185 forks observed · 2026-10-20

Summary

No AI-extracted summary yet.

Member repositories

RepositoryRoleHealth v2
uccl-project/ucclmain70
uccl-project/mKernelbackend57

For agents

markdown · JSON · MCP: product_card(name="uccl-project/uccl")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem