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#ai-for-science (11 Repositories)

Ranked open-source repositories tagged with #ai-for-science, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

38.8%

Avg Review Latency

7.2h

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11 repositories tagged #ai-for-science

S TierTypeScript 2.9k

aipoch/open-science

Open-Source AI research workbench with scientific agents for reproducible research and discovery.

88.0%
Merge Rate
15h
First Review
100%
1st-Timers
5
Maintainers
S TierHTML 1.0k

xuzhougeng/wisp-science

Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.

95.7%
Merge Rate
2d
First Review
86%
1st-Timers
4
Maintainers
B TierPython 281

harbor-framework/terminal-bench-science

Terminal-Bench-Science: Evaluating AI agents on research workflows across scientific domains

31.8%
Merge Rate
<1h
First Review
23%
1st-Timers
129
Maintainers
B TierPython 1.6k

mims-harvard/ToolUniverse

Democratizing AI scientists with ToolUniverse

45.9%
Merge Rate
12h
First Review
50%
1st-Timers
9
Maintainers
B TierTypeScript 1.4k

ai4s-research/open-science

Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-source Claude Science desktop alternative built on Tauri + MCP + agent skills.

62.2%
Merge Rate
10h
First Review
25%
1st-Timers
11
Maintainers
B TierPython 560

ZimoLiao/scholaraio

Scholar All-In-One: A research infrastructure for AI agents

52.6%
Merge Rate
<1h
First Review
0%
1st-Timers
1
Maintainers
C TierPython 117

PaddlePaddle/PaddleMaterials

Open-source AI infrastructure for materials science.

50.0%
Merge Rate
<1h
First Review
0%
1st-Timers
1
Maintainers
D TierPython 346

guanjq/targetdiff

The official implementation of 3D Equivariant Diffusion for Target-Aware Molecule Generation and Affinity Prediction (ICLR 2023)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierHTML 115

spyare-git/lacuna-elimination

Falsification-Driven Biological Law Engine 2026 — Rejected 194 of 203 Candidates

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 126

smileformylove/XScientist

Turn ideas into autonomous research with Git-like evidence histories—inspectable, reproducible, and reversible.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 131

Tencent-Hunyuan/Hyra-results

Research artifacts from Hyra (/ˈhaɪ.rɑː/)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Ai-for-science Open Source Repositories & C-Rank™ | GetMerged