UC
uccl-project/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)
1.3k 133 +0/wk
GitHub
ai allreduce amd broadcom collective cuda gpu hpc kvcache llm moe networking
Trend
3
Star & Fork Trend (13 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
uccl-project/uccl has +0 stars this period . 7-day velocity: 0.1%.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | uccl | npcpy | agi | SeaGOAT |
|---|---|---|---|---|
| Stars | 1.3k | 1.3k | 1.3k | 1.3k |
| Forks | 133 | 92 | 141 | 89 |
| Weekly Growth | +0 | +0 | +1 | +0 |
| Language | C++ | Python | N/A | Python |
| Sources | 1 | 1 | 1 | 1 |
| License | Apache-2.0 | MIT | MIT | MIT |
Capability Radar vs npcpy
uccl
npcpy
Maintenance Activity 100
Last code push 1 days ago.
Community Engagement 52
Fork-to-star ratio: 10.4%. Active community forking and contributing.
Issue Burden 70
Issue data not yet available.
Growth Momentum 30
No measurable growth in the current period (first-day cold start expected).
License Clarity 95
Licensed under Apache-2.0. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.