AgentAlphaAGI/Idea2Paper

Health v2 · maintenance only

Adoption not part of the score

1450 stars · 117 forks observed · 2026-10-06

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

Idea2Paper is an end-to-end multi-agent framework that decomposes the research process into structured phases, turning raw research ideas into coherent, submission-ready academic papers. It includes a knowledge graph builder and anchored multi-agent review with architect, writer, refiner, renderer, and evaluation agents.

Use cases

• generate an academic paper draft from a research idea
• turn a research story into a structured scientific proposal
• automate multi-agent review of a manuscript
• build a knowledge graph from research documents
• analyze bottlenecks in the research writing process

When to choose

• you want an end-to-end pipeline from idea to structured academic manuscript
• you need multi-agent coordination with generate-evaluate-adapt loops for scientific writing
• you want a Python framework with a local web UI and knowledge graph support

When to avoid

• you need a polished commercial writing tool rather than a research demo
• your writing tasks are non-academic or general-purpose
• you cannot run LLM-backed agent pipelines locally or via API

Facets

framework · maturity active

agent-framework llm-inference rag prompt-engineering nlp artificial-intelligence large-language-models education python cli cross-platform academic-writing multi-agent research-automation paper-generation knowledge-graph ai-agents natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="AgentAlphaAGI/Idea2Paper")