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Insights from UniApplyForMe Labs

Product updates, research, and perspectives on education technology in South Africa.

Tag: MCPClear filter

AI & Education

From Prospectus to Conversation

University guidance is moving beyond prospectuses and search portals towards conversational AI. But making that shift work requires more than a chatbot. It requires reliable, structured higher education data that helps learners explore qualifications, understand admission requirements and discover their options.

Mthokozisi Dhlamini · 9 October 2026

Announcements

Introducing the UniApplyForMe MCP Server

After using it internally for months, we are opening our qualification database to guidance counsellors, EdTech platforms, and student advisors through a new MCP Server that works with Claude, ChatGPT, and other AI assistants.

Mthokozisi Dhlamini · 17 September 2026

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