Explore

Use this site as a shortcut into the full README.

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Resource types

Papers, tools, benchmarks, datasets, models, frameworks, and more.

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Workflow

Literature review, planning, tool use, evaluation, communication, and safety.

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Domains

Chemistry, materials, biology, climate, and physics or mathematics.

Start

Start here

Three fast entry points for new readers, builders, and researchers.

Scan

Highlights

A compact set of standout entries drawn from the current list.

Full list

Open the README

Go straight to the complete awesome list on GitHub.

Quick jumps

Foundations

Flagship systems

Landmark AI Scientist systems and end-to-end project entries.

Literature

Retrieval & search

RAG systems, metadata APIs, and literature tooling.

Planning

Experiment design

Optimization, planning, and adaptive experimentation resources.

Evaluation

Benchmarks

Benchmarks for scientific reasoning, coding, and agent behavior.

Models

Model indexes

Quick model lookups across biology, chemistry, climate, and more.

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Meta-resources

Adjacent lists and broader collections for deeper discovery.