oss-pulse
OSS Pulse ⚡ Momentum Dashboard
Daily analytics focused on change, momentum, and trajectory — not just current state
| Last Updated: 2026-09-01 00:37 UTC | Repos Tracked: 294 | Total Stars: 27.4M | Full Rankings | Health Scores | Organizations | Methodology |
📌 Momentum Score (0-100)
A single score that answers: “Is this project accelerating right now?”
| Component | Weight | What It Measures |
|---|---|---|
| Velocity | 40% | Absolute 7-day star gain (percentile-scaled) |
| Relative Growth | 25% | Gain as % of existing stars |
| Acceleration | 25% | This week vs last week |
| Consistency | 10% | Positive growth across 7/14/30-day windows |
Viral repos (>5x baseline spike) get a +10 bonus. Full methodology →
Quadrant View
Find what matters at a glance:
| Momentum >= 55 | Momentum < 55 | |
|---|---|---|
| >= 50k stars | 🔥 Hot Giants | 🏔️ Coasting Giants |
| < 50k stars | 🚀 Rising Stars | 🌱 Emerging |
🔥 Hot Giants
Established repos (>= 50k stars) with strong momentum — the best of the best:
| # | Repo | Stars | 7-Day | Momentum | Sparkline |
|---|---|---|---|---|---|
| 1 | calesthio/OpenMontage | 55.0k | +4.8k | 100.0 | ▁▂▃▄▅▆▇ |
| 2 | rohitg00/ai-engineering-from-scratch | 51.6k | +2.6k | 100 | ▁▂▃▄▅▆▇ |
| 3 | punkpeye/awesome-mcp-servers | 93.6k | +787 | 93.2 | ▁▁▁▂▂▄▇ |
| 4 | thedotmack/claude-mem | 92.8k | +939 | 81.7 | ▁▁▄▅▅▆▇ |
| 5 | DietrichGebert/ponytail | 118.3k | +7.3k | 81.5 | ▁▂▃▄▅▆▇ |
| 6 | Shubhamsaboo/awesome-llm-apps | 135.4k | +1.2k | 80.3 | ▁▂▃▄▅▆▇ |
| 7 | harry0703/MoneyPrinterTurbo | 119.1k | +2.6k | 76.4 | ▁▂▃▄▅▆▇ |
| 8 | openai/codex | 120.4k | +2.4k | 75.9 | ▁▂▃▄▅▆▇ |
| 9 | deepseek-ai/deepseek-harness | 206.5k | +11.2k | 72.0 | ▁▂▃▄▅▆▇ |
| 10 | Leonxlnx/taste-skill | 82.9k | +2.4k | 71.1 | ▁▂▃▄▅▅▇ |
🚀 Rising Stars
Smaller repos (< 50k stars) with strong momentum — tomorrow’s giants:
| # | Repo | Stars | 7-Day | Momentum | Sparkline |
|---|---|---|---|---|---|
| 1 | MadsLorentzen/ai-job-search | 39.1k | +3.9k | 100 | ▁▂▄▄▅▆▇ |
| 2 | k1tbyte/Wand-Enhancer | 23.4k | +2.8k | 100.0 | ▁▁▂▃▄▆▇ |
| 3 | herdrdev/herdr | 34.1k | +1.7k | 79.6 | ▁▂▃▄▄▅▇ |
| 4 | omnigent-ai/omnigent | 9.6k | +285 | 70.7 | ▁▁▃▄▅▆▇ |
| 5 | danielmiessler/Fabric | 43.6k | +113 | 65.4 | ▁▁▁▁▂▄▇ |
| 6 | AstrBotDevs/AstrBot | 39.9k | +264 | 62.0 | ▁▂▃▄▄▅▇ |
| 7 | heygen-com/hyperframes | 43.4k | +805 | 61.2 | ▁▂▃▃▄▅▇ |
| 8 | vllm-project/vllm-omni | 6.5k | +186 | 59.8 | ▁▂▃▄▅▆▇ |
| 9 | github/awesome-copilot | 38.5k | +242 | 58.7 | ▁▁▃▄▅▆▇ |
| 10 | VectifyAI/PageIndex | 35.5k | +134 | 57.7 | ▁▁▁▃▄▅▇ |
🏔️ Coasting Giants
Big repos (>= 50k stars) with lower momentum — still massive, but not accelerating:
| # | Repo | Stars | 7-Day | Momentum |
|---|---|---|---|---|
| 1 | mrdoob/three.js | 115.0k | +201 | 54.6 |
| 2 | huggingface/transformers | 164.7k | +232 | 54.5 |
| 3 | donnemartin/system-design-primer | 367.1k | +1.0k | 54.1 |
| 4 | mem0ai/mem0 | 64.4k | +418 | 53.9 |
| 5 | supabase/supabase | 108.7k | +251 | 53.8 |
| 6 | ant-design/ant-design | 99.3k | +134 | 53.7 |
| 7 | unslothai/unsloth | 75.4k | +630 | 53.1 |
| 8 | vuejs/vue | 211.0k | +318 | 52.2 |
| 9 | open-webui/open-webui | 150.5k | +605 | 51.7 |
| 10 | anthropics/claude-code | 143.6k | +588 | 51.6 |
🌱 Emerging
Smaller repos with moderate growth — ones to watch:
| # | Repo | Stars | 7-Day | Momentum |
|---|---|---|---|---|
| 1 | JCodesMore/ai-website-cloner-template | 33.5k | +394 | 53.9 |
| 2 | jeecgboot/JeecgBoot | 47.6k | +102 | 53.0 |
| 3 | Dokploy/dokploy | 37.0k | +144 | 52.9 |
| 4 | mudler/LocalAI | 48.8k | +122 | 52.7 |
| 5 | langchain-ai/langgraph | 40.8k | +361 | 52.1 |
| 6 | onyx-dot-app/onyx | 31.9k | +107 | 52.1 |
| 7 | ClickHouse/ClickHouse | 49.6k | +125 | 51.4 |
| 8 | SillyTavern/SillyTavern | 32.9k | +242 | 50.7 |
| 9 | blakeblackshear/frigate | 35.5k | +142 | 50.7 |
| 10 | DayuanJiang/next-ai-draw-io | 35.5k | +192 | 49.7 |
🏢 Top Organizations
| Organization | Repos | Total Stars | Avg Health | Avg Momentum |
|---|---|---|---|---|
| microsoft | 9 | 974.9k | 73.9 | 47.4 |
| codecrafters-io | 1 | 544.4k | 54.4 | 56.2 |
| sindresorhus | 1 | 501.7k | 78.2 | 60.4 |
| react | 3 | 478.1k | 74.2 | 40.7 |
| public-apis | 1 | 473.8k | 85.8 | 65.3 |
| freeCodeCamp | 1 | 454.8k | 91.0 | 35.0 |
| EbookFoundation | 1 | 395.7k | 89.0 | 47.3 |
| openclaw | 1 | 388.3k | 86.5 | 48.6 |
| github | 4 | 367.4k | 82.5 | 49.3 |
| donnemartin | 1 | 367.1k | 66.2 | 54.1 |
💻 Language Distribution
| Language | Repos | Share | Total Stars |
|---|---|---|---|
| Python | 72 | 26.3% | 7.4M |
| TypeScript | 52 | 19.0% | 5.1M |
| JavaScript | 31 | 11.3% | 2.5M |
| Java | 16 | 5.8% | 814.8k |
| Go | 16 | 5.8% | 1.3M |
| C++ | 13 | 4.7% | 1.1M |
| Rust | 13 | 4.7% | 1.0M |
| C | 9 | 3.3% | 654.2k |
| Shell | 8 | 2.9% | 1.0M |
| Jupyter Notebook | 8 | 2.9% | 590.9k |
About
OSS Pulse Momentum Dashboard focuses on change rather than just current state:
- ⚡ Momentum Score - Single 0-100 score combining velocity, relative growth, acceleration, and consistency
- 🔢 Quadrant View - Repos classified into Hot Giants, Rising Stars, Coasting Giants, and Emerging
- 📈 Sparklines - 7-day text-based star trajectory right next to repo names
- 🔥 Viral Detection - Only genuine 5x+ baseline spikes (no absolute fallback)
| Learn more about our methodology → | Full momentum rankings → |
