A curated list of autonomous researcher frameworks that can independently conduct research, design experiments, analyze data, write papers, and generate scientific discoveries.
Autonomous researchers represent a new paradigm in scientific discovery where AI systems can perform the complete research lifecycle - from hypothesis generation to peer review - with minimal or no human intervention. These systems leverage large language models and multi-agent frameworks to accelerate scientific progress across multiple domains.
- AI-Scientist
- First comprehensive system for fully automatic scientific discovery, enabling LLMs to autonomously generate ideas, run experiments, and write papers.
- agentic-data-scientist
- Multi-agent framework for data science workflows with separated planning and execution phases.
- AgentLaboratory
- End-to-end autonomous research workflow using LLM agents to assist with literature reviews, experiments, and report writing.
- aiXiv
- Multi-agent preprint server for human, AI and robot scientists with dual-track review and auto-agents ecosystem.
- auto-research
- Autonomous generalist scientist framework for fully automated research agents from literature reviews to experiments and writing.
- autora
- Automated research assistant for closed-loop empirical research with autonomous experiment design and data analysis.
- claude-scientific-skills
- Comprehensive collection of 140 ready-to-use scientific skills for Claude across biology, chemistry, medicine, and more.
- claude-scientific-writer
- AI-powered scientific writing assistant for automated research paper generation and technical documentation.
- Curie
- AI-agent framework for automated and rigorous scientific experimentation with end-to-end automation from hypothesis formulation to result interpretation.
- Researcher
- AI-powered research assistant for automated research workflows.
- AI Researcher - AI-powered research assistant for literature review and research synthesis.
- AiraXiv - AI research platform for automated paper discovery and analysis.
- Consensus - AI search engine that finds and summarizes scientific research papers.
- DeepScientist - AI platform for accelerating scientific research and discovery.
- Edison Scientific - Autonomous AI scientist for end-to-end research automation.
- Elicit - AI research assistant that automates literature review workflows.
- IBM Watson Discovery - Enterprise AI platform for intelligent document understanding and search.
- PaperReview - AI-powered platform for automated paper review and feedback.
- SciSpace - AI copilot for research paper reading, writing, and understanding.
Contributions are welcome! Please feel free to submit a pull request to add more autonomous AI researcher frameworks to this awesome list.