A curated list of awesome AI tools, libraries, papers, datasets, and frameworks that accelerate scientific discovery — from physics and chemistry to biology, materials, and beyond.
active 2025-10-04 → 2026-06-26 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 266 days from 2025-10-04 to 2026-06-26. Pushes: 138 total, peak 4 in a day. Pull requests: 6 total, peak 2 in a day. Issues: 8 total, peak 2 in a day. Comments: 5 total, peak 2 in a day. Stars: 505 total, peak 57 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| ai-boost | 139 | 138 | 0 | 1 |
| connerlambden | 4 | 0 | 1 | 3 |
| Agnuxo1 | 2 | 0 | 0 | 0 |
| Sandy4321 | 2 | 0 | 0 | 0 |
| atchl7 | 1 | 0 | 1 | 0 |
| shmlkv | 1 | 0 | 1 | 0 |
| johnxie | 1 | 0 | 0 | 0 |
| TerryFYL | 1 | 0 | 1 | 0 |
| stuckvgn | 1 | 0 | 0 | 1 |
| cafferychen777 | 1 | 0 | 1 | 0 |
| onestardao | 1 | 0 | 0 | 0 |
| Aldric-Core | 1 | 0 | 0 | 0 |
| danielnichiata96 | 1 | 0 | 1 | 0 |
| samirasadov28-code | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#48Agnuxo12026-05-09 00:26Add CAJAL — Local Scientific Paper Generation LLM
- Issue#47Agnuxo12026-05-08 22:08Proposal: Add CAJAL — AI for Scientific Paper Generation (Ranked #3)
- Issue comment#10connerlambden2026-04-05 20:25Add BGPT to Literature & Knowledge Management
- Issue#24Aldric-Core2026-04-02 09:25Add ToolPipe: 238+ developer tools for AI agents via MCP
- Issue#19samirasadov28-code2026-03-22 20:23Add StoryRoute - Applied Geospatial AI Audio Tour App
- Issue comment#10connerlambden2026-03-18 00:10Add BGPT to Literature & Knowledge Management
- Issue comment#11connerlambden2026-03-18 00:09Add BGPT MCP to Literature & Knowledge Management
- Issue comment#14stuckvgn2026-03-14 06:44Add iNaturalist to Agriculture & Ecology
- Pull request#15danielnichiata962026-03-02 21:50
- Pull request#13shmlkv2026-02-28 17:11
- Pull request#12TerryFYL2026-02-24 22:08
- Pull request#11connerlambden2026-02-24 19:58
- Issue#9johnxie2026-02-19 04:38Add Taskade (taskade/taskade) for AI research workflow orchestration
- Issue#8onestardao2026-02-08 13:06feat: add WFGY Problem Map for debugging scientific LLM tools
- Issue comment#3ai-boost2026-01-09 08:00broken link fro Knowledge Extraction
- Pull request#5cafferychen7772026-01-09 07:55
- Pull request#4atchl72025-12-23 07:18
- Issue#3Sandy43212025-12-19 17:53broken link fro Knowledge Extraction
- Issue#2Sandy43212025-12-19 17:47do you have https://paperreview.ai/
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 505 stars here means stars gained during the window, not the repo's star count.