I work on Kuliko, a learning app with MCP integrations for ChatGPT and Claude. Sharing a concrete use case: keeping study material and practice available after the conversation where you first explored a topic.
After connecting a Kuliko account, the assistant can find documents in your library, organize them into subjects, and create or manage notes, summaries, flashcards, quizzes and concept maps. The MCP app also provides interactive flashcard reviews and quizzes.
For example, with your own networking notes saved in Kuliko, you can ask: “Find my DNS notes, make five short flashcards on the concepts I confuse, and open a review.” Check the generated cards against the source before learning them. The point is to return to the saved material for practice, rather than keep regenerating it in separate chats.
Kuliko has a limited free plan and paid Pro. It is available now, not a waitlist. You can find the Claude and ChatGPT setup links on the site: https://go.kuliko.ai/bt5h/redditpost
For people building or using MCP learning tools, which part of this workflow would you want to keep inside the assistant, and which would you prefer in a dedicated study app?
Source: r/mcp · by /u/Bright-Pound