Cargoship is an open-source tool designed to simplify the process of integrating AI models into applications, without machine learning knowledge. It offers a collection of pre-trained models that can be utilized by running a container and accessing the model's API. Various tasks can be accomplished with these off-the-shelf AI models, including language detection, text generation, image recognition, image generation, audio transcription, and general data processing. It is designed with a user-friendly API to connect with your applications and it supports every AI challenge. Developers can either host a model themselves effortlessly or obtain a personal endpoint and API key with a single click. Established models from GitHub and HuggingFace are carefully chosen, curated, and fine-tuned to ensure current and effective AI tools are readily available. As an evolving tool, Cargoship stays abreast of the ongoing development in the AI space, ensuring that users benefit from the latest advancements. Preliminary access and an open discussion community via Discord are available, offering users individual assistance for model setups. Cargoship facilitates the creation of smart applications, bypassing the need for AI engineers while enabling cutting-edge, AI-powered developments.