The Model Context Protocol (MCP) Registry has been launched as an open catalog and API to enhance the discoverability of publicly available MCP servers. It allows server maintainers to add their servers and provides a primary source of truth for both public and private sub-registries, while also enabling community moderation to ensure quality. The MCP Registry aims to facilitate better connections between clients and servers within the MCP ecosystem.

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.