Autonomous Research Labs AI Agents
AI systems that autonomously conduct iterative experiments, optimize code/parameters, and improve models through self-directed research loops. Does NOT include general agent frameworks, manual experiment tracking, or single-iteration optimization tools.
There are 36 autonomous research labs agents tracked. 1 score above 50 (established tier). The highest-rated is alvinunreal/awesome-autoresearch at 59/100 with 876 stars. 1 of the top 10 are actively maintained.
Get all 36 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=agents&subcategory=autonomous-research-labs&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Agent | Score | Tier |
|---|---|---|---|
| 1 |
alvinunreal/awesome-autoresearch
A curated list of autonomous improvement loops, research agents, and... |
|
Established |
| 2 |
WecoAI/awesome-autoresearch
Curated list of AutoResearch use cases with optimization traces and open... |
|
Emerging |
| 3 |
krzysztofdudek/ResearcherSkill
One file. Your AI agent becomes a scientist. 30+ experiments while you sleep. |
|
Emerging |
| 4 |
OpenRaiser/NanoResearch
🦞+🔬: NanoResearch: The Autonomous AI Research Assistant |
|
Emerging |
| 5 |
yasintoy/crowdmind
Validate ideas with AI personas + Reddit/HN/GitHub research. Optimize loop... |
|
Emerging |
| 6 |
Sibyl-Research-Team/AutoResearch-SibylSystem
Fully Autonomous AI Research System with Self-Evolution, built natively on... |
|
Emerging |
| 7 |
mitdbg/Carnot
Optimized System for Deep Research |
|
Emerging |
| 8 |
jimezsa/opencolab
🐙 Accelerating Scientific Discovery — Turn one researcher into an autonomous... |
|
Emerging |
| 9 |
Just-Curieous/Curie
❓Curie: Automated and Rigorous Scientific Experimentation with AI Agents |
|
Emerging |
| 10 |
InternScience/ResearchClawBench
ResearchClawBench: Evaluating AI Agents for Automated Research from... |
|
Experimental |
| 11 |
proyecto26/autoresearch-ai-plugin
A Claude Code plugin for Autoresearch with AI to improve anything! |
|
Experimental |
| 12 |
Yuan-ManX/autolab
AutoLab — Autonomous AI Research Lab |
|
Experimental |
| 13 |
Yuan-ManX/IRPG
IRPG (Infinite Research & Play Ground) — Autonomous AI Research Lab. ♾️ 🔬 |
|
Experimental |
| 14 |
Negusyellowfever875/autoresearch-mlx
Port Apple Silicon support for Karpathy’s autoresearch to run fixed-time... |
|
Experimental |
| 15 |
Rkcr7/autoresearch-guide
The complete guide to Karpathy's autoresearch pattern — 3,000+ lines... |
|
Experimental |
| 16 |
Rkcr7/autoresearch-sudoku
AI agent (Claude Code) autonomously built the fastest sudoku solver on 4/6... |
|
Experimental |
| 17 |
OthmanAdi/researchclaw-skill
Turn your coding agent into a one-command autonomous research paper... |
|
Experimental |
| 18 |
zircote/autoresearch
Autonomous skill improvement loop for Claude Code plugins — inspired by... |
|
Experimental |
| 19 |
TECHKNOWMAD-LABS/cortex-research-suite
AI Research Operating System — 27 self-evolving skills with genetic... |
|
Experimental |
| 20 |
Her-xanadu/opencode-auto-research
Governed autonomous experimentation framework with a local innovation brain... |
|
Experimental |
| 21 |
AlexThePro939yt/scientific-validation-hub
🔬 Enhance scientific rigor with our modular tools for validation in AI and... |
|
Experimental |
| 22 |
benrio0923/automl-research
Autonomous ML research — AI agents optimize classification and regression models |
|
Experimental |
| 23 |
santu63/freephdlabor
🔬 Automate your scientific research process from hypothesis to publication... |
|
Experimental |
| 24 |
lhy0718/AutoLabOS
Slash-first TUI and local web ops UI for AI-agent-driven research... |
|
Experimental |
| 25 |
zack-dev-cm/antirot
Harness engineering for research agents. Catch unsupported claims, citation... |
|
Experimental |
| 26 |
maabarium/core
Run your own research lab that never sleeps |
|
Experimental |
| 27 |
techygarry/autoresearch
Autonomous experiment loops for Claude Code. Let AI run 100 experiments... |
|
Experimental |
| 28 |
HenryCai11/autoresearch-wrapper
"Autoresearch Anything using /autoresearch-wrapper" |
|
Experimental |
| 29 |
leagueofdrazn/ark
An AI research partner that figures out what to measure and how to test it.... |
|
Experimental |
| 30 |
vibhu1233/autoresearch
Enable autonomous AI agents to optimize LLM training code through iterative... |
|
Experimental |
| 31 |
daniellaah/ComiRec-with-Autoresearch
Built an AI-agent-based experimentation workflow inspired by Karpathy’s... |
|
Experimental |
| 32 |
salexandr0s/autoresearch_codex
Repo-oriented Codex port of Andrej Karpathy's autoresearch with real... |
|
Experimental |
| 33 |
maddygoround/autolab
An autonomous research loop for any frontend project that continuously... |
|
Experimental |
| 34 |
domini7879/autoresearch-agents
Optimize AI agents autonomously by iterating code changes and evals to... |
|
Experimental |
| 35 |
Ethanp6729/autoresearch
Automate Claude Code optimization using constraints, metrics, and autonomous... |
|
Experimental |
| 36 |
anis-marrouchi/autoresearch-kaggle
Adapting karpathy/autoresearch for Kaggle competitions with remote GPU... |
|
Experimental |