Airweave is an open-source tool designed for agents to search across various applications, databases, and document stores, providing a standardized interface through REST API or MCP. It supports semantic and hybrid search functionalities, allowing users to create collections, configure syncs, and access data efficiently. The platform also offers a managed service with features like OAuth2 authentication, data synchronization, and a user-friendly dashboard.