The open-source AI workbench for scientific research
Scientist GitHub Repositories (2026) · Open Source Tools
Discover the best Scientist open source repositories on GitHub. Explore trending tools, live star counts, source code, and developer projects updated daily.
Democratizing AI scientists with ToolUniverse
:microscope: A Ruby library for carefully refactoring critical paths.
Don't trust an autoresearch paper at face value. Reviewer-side integrity forensics (self-consistency + fabrication), deterministic verdict. 61 signals: 46 integrity hack-patterns (families A–H, verdict-bearing) + 13 zero-weight AI writing-style impressions (AIS) + 2 advisory. Not an opaque AI-text classifier. The dual of ARIS.
Toward Autonomous Scientific Discovery
Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.