Dedalus Labs

Dedalus Labs is a comprehensive platform designed to streamline the entire lifecycle of AI agent development and deployment. Rather than managing disparate tools and services, developers gain access to a unified API gateway that handles the complexity of connecting large language models to multiple cloud platform servers—whether self-hosted or managed through their marketplace. This integrated approach eliminates the need for deep DevOps expertise, removing traditional barriers like Docker configuration and YAML file management from the deployment process. The platform's architecture centers on a modular MCP gateway that scales automatically, handling hosting, infrastructure management, and model routing without manual intervention. Developers can leverage the DedalusRunner and AsyncDedalus client to execute complex tasks programmatically, passing custom tools and model parameters in a clean, structured manner. This abstraction enables teams to focus on agent logic rather than infrastructure concerns, accelerating time-to-market for AI-powered applications. Monetization capabilities are built into the platform from the ground up, allowing developers to create revenue streams from their AI agents directly. The secure MCP Auth framework ensures that deployed agents operate safely in production environments while maintaining control over access and data flow. With support for any LLM connected to any MCP server, the platform provides flexibility without sacrificing simplicity, making it suitable for teams ranging from startups building their first agents to enterprises scaling complex AI workflows.