Fabelis is a framework that enhances AI-driven workflow automation by integrating the Model Context Protocol (MCP). It extends functionalities into areas such as social media agents, storytelling, and narration. The framework comprises the mcp-core and agent repositories, facilitating the development of AI agents capable of performing meaningful tasks. Fabelis enables agents to utilize tools beyond generative capabilities, allowing for more complex operations. The platform encourages community contributions to foster open-source collaboration in the AI space.