以下 star 数为 2026-10-15 从 GitHub 页面抓取，仅反映关注度，不反映论文质量（见不要相信的信号）。
| # |
仓库 |
★ |
| 1 |
karpathy/autoresearch |
97,963 |
| 2 |
Imbad0202/academic-research-skills |
52,226 |
| 3 |
K-Dense-AI/claude-scientific-skills |
50,354 |
| 4 |
openai/codex-plugin-cc |
34,270 |
| 5 |
wanshuiyin/Auto-claude-code-research-in-sleep |
17,533 |
| 6 |
microsoft/RD-Agent |
14,948 |
| 7 |
SakanaAI/AI-Scientist |
14,730 |
| 8 |
aiming-lab/AutoResearchClaw |
14,665 |
| 9 |
Orchestra-Research/AI-Research-SKILLs |
13,589 |
| 10 |
davebcn87/pi-autoresearch |
8,182 |
| 11 |
SakanaAI/AI-Scientist-v2 |
7,350 |
| 12 |
uditgoenka/autoresearch |
6,576 |
| 13 |
SamuelSchmidgall/AgentLaboratory |
5,903 |
| 14 |
HKUDS/AI-Researcher |
5,814 |
| 15 |
Galaxy-Dawn/claude-scholar |
5,798 |
| 16 |
EvoScientist/EvoScientist |
4,978 |
| 17 |
ResearAI/DeepScientist |
3,375 |
| 18 |
EvoMap/AutoResearch |
3,086 |
| 19 |
OpenNSWM-Lab/FAROS |
3,040 |
| 20 |
leo-lilinxiao/codex-autoresearch |
2,924 |
| 21 |
K-Dense-AI/claude-scientific-writer |
2,481 |
| 22 |
DAIR-AutoResearch/AutoSci |
1,705 |
| 23 |
InternScience/InternAgent |
1,454 |
| 24 |
OpenRaiser/NanoResearch |
1,341 |
| 25 |
Spark-To-Paper-Skills/spark-to-paper-skills |
1,234 |
| 26 |
Claw-AI-Lab/Claw-AI-Lab |
1,223 |
| 27 |
OpenLAIR/dr-claw |
1,159 |
| 28 |
RUC-NLPIR/Arbor |
1,111 |
| 29 |
Human-Agent-Society/CORAL |
1,072 |
| 30 |
TheGreenCedar/codex-autoresearch |
834 |
| 31 |
Technion-Kishony-lab/data-to-paper |
829 |
| 32 |
LigphiDonk/Oh-my–paper |
743 |
| 33 |
ltjed/freephdlabor |
729 |
| 34 |
Ar9av/PaperOrchestra |
683 |
| 35 |
Denario-AI/Denario |
614 |
| 36 |
fcakyon/phd-skills |
423 |
| 37 |
zhu-minjun/Researcher |
406 |
| 38 |
yifangao112/Camyla |
365 |
| 39 |
allenai/codescientist |
351 |
| 40 |
IntologyAI/Zochi |
317 |
| 41 |
Sibyl-Research-Team/AutoResearch-SibylSystem |
286 |
| 42 |
Fchaubard/autoresearcherUI |
277 |
| 43 |
romovpa/claudini |
248 |
| 44 |
wanshuiyin/Anti-Autoresearch |
163 |
| 45 |
ChicagoHAI/neurico |
156 |
| 46 |
ulab-uiuc/tiny-scientist |
139 |
| 47 |
SakanaAI/AI-Scientist-v3 |
97 |
| 48 |
koaeraser/ARMS |
34 |
| 49 |
Agent4Science-UTokyo/Jr.AI-Scientist |
32 |
| 50 |
happyhappy-jun/writing-driven-autoresearch |
23 |
| 51 |
chanind/claude-auto-research-synthsaebench |
23 |
| 52 |
krasserm/ml-plugins |
2 |