Turn each answer into the next practice signal
Create user-authored questions, select lower-mastery practice, score exact answers, and persist topic progress across sessions.
Small actions. Visible progress.
See the outcome
ReadyYour next useful step starts here.
Choose an action, or follow the guided example to see the full workflow.
Understand what changed
0 recordsInspect stored JSON
{}Action history 0
Real MCP. Inspectable evidence.
The source package contains a Python server using the official MCP SDK, SQLite persistence and Streamable HTTP. Below is a recorded local transport test, not a live connection from this page.
Recorded real MCP test transcript
Reproduce it yourself
Run these commands from Project Details/Source Code after following README_FIRST.md. Bind only to localhost. No Alexa partner access, production authentication or cloud deployment is implied.
Useful scope. Honest boundaries.
What this prototype does
Create user-authored questions, select lower-mastery practice, score exact answers, and persist topic progress across sessions.
Before you rely on it
Your data stays here
Only data you enter is used. Browser state stays in this browser's local storage for this website; clearing site data removes it. This is not encrypted secure storage. Use synthetic information. Export is a local JSON download, never an upload. No analytics, accounts, trackers, remote fonts, or third-party scripts.
What is not included
No language model, speech recognition, real Alexa connection, sensor feed, real-world actions or background scheduling. The browser and Python implementations have separate stores. A hosted copy is a demonstration, not an authenticated production service.