From airplanes to retail stores, organizations need fast, reliable, local applications that work offline and on affordable constrained hardware. Couchbase Edge Server addresses both challenges, providing a lightweight server built for edge hardware, while delivering performance regardless of Internet connectivity. We continue to invest in and rapidly innovate Our high performance vector database powers AI agent based applications by enabling the seamless integration of advanced AI workflows. With features like model context protocol server, we allow AI agents agents to autonomously perform actions on Couchbase data, simplifying the development of complex GenAI applications. The open source protocol standard enhances the ability for AI agents to securely and efficiently interact with enterprise data, supporting scalability, reliability and compliance.