Autonomous Research Python Packages

primr

Turn any company URL into a strategic intelligence brief. Adaptive scraping + AI-powered research and synthesis.

evidence-wiki

Verifiable autonomous research workspaces with provenance-tracked sources, deterministic evidence gates, and auditable citations.

scholaraio

Scholar All-In-One: A research infrastructure for AI agents

xscientist

Turn ideas into autonomous research with Git-like evidence histories—inspectable, reproducible, and reversible.

openmix

Open-source framework for computational formulation science from ingredient validation to autonomous mixture optimization. The missing infrastructure layer between single-molecule tools (RDKit) and real-world formulation.

audit-closed-ai-scientist

Benchmark for statistically valid AI scientist systems, using audit-closed protocols, transparency logs, and sequential inference to prevent false discoveries in autonomous research agents.

researchforge

A lab protocol for coding agents. Freeze baselines, run hypotheses in isolated worktrees, reject failures and validate improvements from Claude Code, Cursor or a direct API key (Gemini/Anthropic/openAI).

autoresearch-stack

Autonomous research stack for continuously improving LLM training through automated experimentation. Single-GPU research labs. Karpathy-inspired.

theorist

Prediction-error optimization. The agent guesses before each experiment. Wrong predictions are the learning signal. One file, zero dependencies. pip install theorist