The increasing sophistication of MS instrumentation, coupled with the growing size and complexity of MS datasets, poses significant challenges in data processing, visualization, and interpretation . To address these challenges, researchers rely on specialized software solutions tailored for MS data analysis. On one hand, device manufacturers usually provide software for data inspection and visualisation such as Xcalibur for Orbitrap instruments. However, these tools are often constrained by restrictive licensing, limited compatibility with non-native platforms, and have a narrow focus on specific instrument models . Consequently, they fail to meet the needs of users working with diverse MS platforms or seeking greater customization and transparency in their workflows .