MCP Agent Proxy acts as a middleware service between your applications and the OpenAI API. It transparently forwards ChatCompletion and Embedding calls, handles streaming responses to clients, caches results to improve performance and reduce costs, logs request and response metadata for debugging, and allows on-the-fly customization of API parameters. Developers can integrate it into existing agent frameworks to simplify multi-channel processing and maintain a single managed endpoint for all AI interactions.

Unless is a no-code, omnichannel conversational AI platform designed for regulated industries. It allows finance, insurance, and healthcare companies to create, deploy, and monitor AI agents effortlessly. Providing embeddable AI components for websites and portals, it helps organizations ensure compliance while delivering advanced customer support and personalization features. Businesses can enhance user experiences with minimal implementation effort, leveraging custom training sources and seamless integration. The platform supports complex conversations and compliance-driven interactions.