A collection of 177 validated scientific skills for AI agents, covering biology, chemistry, medicine, and data analysis, plus 100+ scientific database references.
ClearAI:以本体为纲的原生 DSH 插件 —— 经证据核验的研究长成可浏览的领域本体。 · ClearAI: an ontology-first DSH agent preset — evidence-checked research that grows into a domain ontology.
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.
The open-source AI workbench for scientific research
My Python scripts to make high-quality figures for publications in top AI conferences and journals.
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.
[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译,支持 Google/DeepL/Ollama/OpenAI 等服务,提供 CLI/GUI/MCP/Docker/Zotero
Open-source system where LLMs autonomously generate research ideas, run experiments, and write full scientific papers.
3,516 curated Figure 1 / teasers from ICLR, ICML, NeurIPS, CVPR, ACL, AAAI (2023-2026), with tier badges and FigureForge retrieval-augmented figure drafting
Skill for AI agents that draws publication-quality scientific schematic figures as vector code
The fundamental package for scientific computing with Python.
Token-scale scientific discovery engine — autonomous hypothesis generation, experiment execution, and knowledge graph synthesis
The Julia Programming Language
The Agentic Scientist: Orchestrating Coding Agents for Automated Scientific (Co-)Discovery
EvoSCM: Scientific Belief Revision Through Causal Model Evolution and Experimentation
The MATLAB Agentic Toolkit brings proven MATLAB capabilities to AI agents, making engineering and scientific workflows agent-ready.
Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.
GDM Science Skills to speed up agentic scientific workflows with better grounding and higher token efficiency. Integrate insights from AlphaGenome, AFDB, UniProt and 30+ other databases and tools.
SciPy library main repository
A general purpose scientific writer
Editable scientific figures in PowerPoint and draw.io via Codex/MCP with Designer-Drawer-Reviewer-Corrector quality gates.
Open-source AI agent for scientific research. Analyze data in Python/R with Claude, GPT, Gemini, and more.
An Automated AI Agent Tool for Plotting Your Data in Any Paper's Figure Style.
Evidence-grounded scientific agent system for research automation, citation verification and paper production.
在保留版面、公式与结构的前提下进行 PDF 翻译,适用于科研与技术文档
CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python, Matlab/Octave, Julia or Javascript
BirdNET analyzer for scientific audio data processing.
An AI co-scientist running on your desktop. Claude Science but better.
Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, and Codex with grading, shared knowledge, and multi-agent evolution. Accepted at COLM 2026.
AI-guided editable scientific figures with Codex and local Origin/OriginPro
Avogadro libraries provide 3D rendering, visualization, analysis and data processing useful in computational chemistry, molecular modeling, bioinformatics, materials science, and related areas.
An AI-powered Scientific Writing Workflow: Agent skills for drafting, revising, auditing, and resubmitting Nature-style journal manuscripts.
ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents
Native Claude Code, Codex and Pi adaptations of IdeaScientist for automatic, evidence-grounded research ideation.
High accuracy RAG for answering questions from scientific documents with citations
Open-source scientific and technical publishing system built on Pandoc.
The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs and CPUs via OpenCL. Free for non-commercial use.
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.
ruptures: change point detection in Python
A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tasks (imputation, classification, clustering, forecasting, anomaly detection, cleaning) on incomplete industrial irregularly-sampled multivariate TS with NaN missing values
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.
Shadow is a discrete-event network simulator that directly executes real application code, enabling you to simulate distributed systems with thousands of network-connected processes in realistic and scalable private network experiments using your laptop, desktop, or server running Linux.
Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.
Turn any AI agent into a computational researcher. HexStellar Cortex delivers software-accelerated optimization, quantum computing, scientific computing, decision intelligence, and verifiable execution through a Python CLI and API—with certainty labels, verification receipts, examples, and a free sandbox. Start instantly: pip install hexstellar
A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.
🏆 A ranked list of awesome atomistic machine learning projects ⚛️🧬💎.
High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)
EasyBuild - building software with ease
Make AI-generated scientific figures editable without losing the code behind them.
BootLoops 1.0: certified computational tools and house engines for exact and high-precision physics and quantitative science, built to be driven by LLM agents. MIT; docs CC BY 4.0.
Scientific illustration for Codex and Claude Code: turn research papers into visual drafts using a curated image-and-prompt knowledge base, then reconstruct approved designs as editable PowerPoint or draw.io figures.
🧪 Awesome list of AI Scientist papers, systems, benchmarks, datasets and open-source platforms.
Trace changed experiment results to the numbers, claims and figures in your LaTeX paper. Offline bilingual review, safe numeric patches and read-only MCP tools.
EditaPlot — editable Origin/OriginPro scientific plotting skill, with Origin 2026 (10.30) compatibility fixes.
Read scientific documents in your language, in realtime, on any platform. 在任何平台上用您的语言实时翻译和阅读科学文献。
A Codex skill for reconstructing scientific figures as layered, editable PowerPoint slides.
XGo is a programming language that reads like plain English. But it's also incredibly powerful — it lets you leverage assets from C/C++, Go, Python, and JavaScript/TypeScript, creating a unified software engineering ecosystem. Our vision is to enable everyone to become a builder of the world.
Official repository for Spyder - The Scientific Python Development Environment
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more