In our launch post we opened up verified African exam content via a REST API and six SDKs. This post is about the other way in: the Model Context Protocol (MCP) server, which lets an AI agent use MirrorMingo as a native tool.
Today we're opening up the engine behind MirrorMingo. The Exam API gives any developer programmatic access to the thing that's hardest to build in African edtech: a library of real, verified past-question papers and a timed mock-exam engine — JAMB, WAEC, NECO, IELTS, SAT and more.
Every team building a study app in Nigeria — and across Africa — hits the same wall. The questions.