Learning docs

Meumenta Learning exposes its functionality to AI assistants through the Model Context Protocol (MCP).

Connecting an AI client

Add Meumenta as an MCP server in your AI client. The endpoint uses MCP Streamable HTTP and OAuth authorization:

https://meumenta.com/learning/mcp

On first use your AI client will ask you to authorize access. Sign-in works with Google, Apple or an email verification code — no passwords.

This is the same MCP connection used by Meumenta Knowledge — connecting once gives your AI assistant both Learning and Knowledge tools. They're separate products internally, sharing one connection for now.

Core concepts

• LearningTarget

  Something you want to know or be able to do — a term, fact, concept, skill, procedure or a whole curriculum item. Not a flashcard.

• LearningState

  Your long-term progress: what is known, what is due, what keeps failing. Updated by the server-side scheduler after every attempt.

• Attempt history

  Every exercise result is recorded, so the schedule reflects your real performance over time.

Status

Meumenta is under active development. This documentation is a placeholder and will grow together with the product.