TypeScript · Apache-2.0
aipoch/open-science
The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible research on macOS, Windows and Linux.
★ 5.5k
Stars
551 forks · 46 open issues
+10/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
46.1
Momentum / 100
see the breakdown below
4mo ago
Created
last push 2d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 20.2 | +10/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 15.0 | last push 2d ago; decays to zero at 180 days |
| Scale | 15 | 10.8 | 5.5k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 46.1 | sum of the above |
Detail
| Topics | agent-skillsai-agentai-for-scienceai-researchai-research-workbenchai-workbenchdesktop-applocal-firstmcpmodel-agnosticopen-scienceopen-sourcereproducible-researchresearch-toolssciencescience-agentscience-packagescientific-aiscientific-computingscientific-research |
| Matched on | Agent Skills & MCP (agent-skills, mcp) |
| Short window | +73 stars over 7 days = 10.4/day |
| Long window | +-37 stars over 26 days = -1.4/day |
| Lifetime average | 43.61 stars/day over 125 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |