AI-Researcher is based on a research project by Stanford University's Natural Language Processing team, designed to assist in the generation and management of research ideas through artificial intelligence technology. This tool takes natural language input of research topics and outputs a series of project proposals, ranking and filtering them to help researchers quickly find innovative and feasible concepts. It includes modules for relevant paper searches, retrieval-based idea generation, idea deduplication, project proposal generation, proposal ranking, and filtering.