Globesum is a FastAPI-based service designed for comprehensive global news aggregation and analysis. It supports real-time collection and processing of news data from over 50 mainstream international sources, offering its capabilities through a standardized API and a static frontend. Leveraging advanced LLMs, Globesum automatically extracts key entities from news articles, making it an powerful tool for monitoring and understanding global trending topics.