tsingyuai/scientify

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

2244 stars · 190 forks observed · 2026-10-01

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Scientify is an OpenClaw plugin that automates end-to-end scientific research workflows, continuously ingesting new papers, evolving hypotheses in a persistent knowledge base, and running multi-agent research loops that can produce SOTA-level results. It is distributed as an npm package written in TypeScript.

Use cases

• automate literature review from arxiv
• generate and evolve research hypotheses continuously
• run autonomous end-to-end research pipelines
• get proactive push notifications of new research findings
• build a persistent research knowledge base
• discover and validate new algorithms automatically

When to choose

• you want continuous, long-running AI research assistance rather than one-shot answers
• you need automated literature monitoring and hypothesis generation
• you already use OpenClaw and want research workflow skills
• you want multi-agent autonomous experimentation with accumulated context

When to avoid

• you need a simple one-shot question-answering tool
• you require a non-MIT or fully audited license situation (repo shows no license file despite npm metadata)
• you don't use OpenClaw or want a standalone GUI application
• your research domain requires lab/physical experiments the agents cannot perform

Facets

plugin · maturity active

agent-framework rag llm-inference workflow-automation web-scraping artificial-intelligence large-language-models cli cross-platform openclaw-plugin scientific-research hypothesis-generation literature-review arxiv knowledge-metabolism autonomous-research multi-agent ai-agents research automation natural-language-processing nodejs

Member repositories

For agents

markdown · JSON · MCP: product_card(name="tsingyuai/scientify")