Manufact provides a platform for building and deploying MCP agents, servers, and applications. Key features include cross-client testing, publishing checks for compliance with ChatGPT Apps Store requirements, traffic debugging with Cloud Inspector, and analytics for usage and performance metrics.

Sovereign AI allows countries to develop and deploy their own AI models independently from foreign resources. India, with its 22 officially recognized languages, faces challenges in using predominantly English-first AI models that may not adequately understand its languages, culture, and context.