VoiceXD is a collaborative no-code platform allowing users to design and deploy fully AI-powered chat and voice assistants tailored to their specific needs. It enables easy integration of custom logic, rules, and data into conversational AI solutions. The platform supports prototyping and publishing across multiple channels, including Webchat, WhatsApp, and SMS, making it versatile for various business applications. One-click testing and deployment streamline the creation process, enhancing efficiency.

FastMCP is an open-source Python framework for building MCP (Model Context Protocol) servers and clients that empower LLMs with external tools, data sources, and custom prompts. Developers define tool classes and resource handlers in Python, register them with the FastMCP server, and deploy using transport protocols like HTTP, STDIO, or SSE. The framework’s client library offers an asynchronous interface for interacting with any MCP server, facilitating seamless integration of AI agents into applications.