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#ai-for-science (13 Repositories)

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

Topic Avg Merge Rate

51.5%

Avg Review Latency

5.7h

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13 repositories tagged #ai-for-science

S TierTypeScript 5.5k

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.

77.3%
Merge Rate
12h
First Review
62%
1st-Timers
12
Maintainers
S TierRust 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.

85.0%
Merge Rate
-
First Review
75%
1st-Timers
7
Maintainers
A TierPython 1.7k

mims-harvard/ToolUniverse

Democratizing AI scientists with ToolUniverse

43.7%
Merge Rate
-
First Review
50%
1st-Timers
14
Maintainers
A TierPython 709

harbor-framework/terminal-bench-science

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

29.2%
Merge Rate
-
First Review
22%
1st-Timers
197
Maintainers
A TierTypeScript 1.8k

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.

60.9%
Merge Rate
-
First Review
50%
1st-Timers
12
Maintainers
B TierPython 117

PaddlePaddle/PaddleMaterials

Open-source AI infrastructure for materials science.

66.7%
Merge Rate
10h
First Review
100%
1st-Timers
4
Maintainers
B TierPython 560

ZimoLiao/scholaraio

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

57.1%
Merge Rate
1h
First Review
100%
1st-Timers
1
Maintainers
B TierPython 108

Omni-Scientist/Awesome-AI-Scientist

🧪 Awesome list of AI Scientist papers, systems, benchmarks, datasets and open-source platforms.

100.0%
Merge Rate
1d
First Review
0%
1st-Timers
1
Maintainers
B TierPython 130

smileformylove/XScientist

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

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
C TierMulti-language 2.0k

ai4s-research/awesome-ai-for-science

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.

50.0%
Merge Rate
1d
First Review
0%
1st-Timers
1
Maintainers
D TierPython 347

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 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