MLE-Agent is an intelligent companion designed for machine learning engineers and researchers, equipped with features like autonomous baseline creation, integration with Arxiv and Papers with Code, smart debugging, file system integration, a comprehensive toolset, and interactive command-line chatting. It supports AI/ML functionalities and MLOps tools such as OpenAI and Ollama, facilitating seamless workflows.