SCHOLARFORGE AI
REAL MULTI-AGENT RESEARCH

Search real papers.
Build defensible research.

Live OpenAlex retrieval + LangGraph orchestration + optional Gemini synthesis. The output exposes real papers, the agent trace, an evidence ledger and a downloadable manuscript.

1Literature ScoutREADY
2Gap AnalystREADY
3Hypothesis ArchitectREADY
4MethodologistREADY
5Evidence AuditorREADY
6Scientific WriterREADY
7Adversarial ReviewerREADY
8Meta ReviewerREADY