NP
NPC-Worldwide/npcpy
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
1.3k 91 +0/wk
GitHub
agents ai llm mcp mcp-client mcp-server ollama perplexity python sql yaml
Trend
3
Star & Fork Trend (45 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
NPC-Worldwide/npcpy has +0 stars this period . 7-day velocity: 0.2%.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | npcpy | cocoindex-code | uccl | SeaGOAT |
|---|---|---|---|---|
| Stars | 1.3k | 1.3k | 1.3k | 1.3k |
| Forks | 91 | 93 | 133 | 89 |
| Weekly Growth | +0 | +17 | +0 | +0 |
| Language | Python | Python | C++ | Python |
| Sources | 1 | 1 | 1 | 1 |
| License | MIT | Apache-2.0 | Apache-2.0 | MIT |
Capability Radar vs cocoindex-code
npcpy
cocoindex-code
Maintenance Activity 100
Last code push 1 days ago.
Community Engagement 36
Fork-to-star ratio: 7.1%. Lower fork ratio may indicate passive usage.
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 MIT. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.