Top Autonomous Research Multi-Agent System for 2026 Lab Experiments
Usaid22/
swarm-factory
90
WecoAI/
awesome-autoresearch
WecoAI/awesome-autoresearchCollections
Curated list of AutoResearch use cases with optimization traces and open source implementations
1k
Agent-Field/
af-deep-research
Autonomous AI backend for deep research AI applications.
96
scitex-ai/
scitex-python
scitex-ai/scitex-pythonFrameworks & SDKs
Umbrella package for SciTeX — reproducible science from raw data to manuscript
85
Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.
2.3k
The automated approach leverages the cross-combination of high-quality papers from top conferences to uncover feasible research and innovation ideas. Through multi-level verification and convergence screening, it identifies research schemes that are feasible and have in-depth value.
89