AI Operator School: lessons, quizzes, reviews, certificates, tutor, recipes. 23 tools.
Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β or use 1-click editor setup below.
We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag β we're steadily working through the catalog.
π‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Part of the StudioMeyer MCP Stack β Built in Mallorca π΄ Β· β if you use it
Take the StudioMeyer Academy "Memory-First AI Operator" course right inside your AI. Claude, ChatGPT, Cursor or Codex becomes your tutor β it pulls the lessons, explains them, answers your questions, and walks you through building real things.
The whole curriculum ships inside this package: 6 levels, 63 lessons (DE/EN/ES), 104 hands-on playbooks, 63 build recipes. No account, no API key, no database, no network needed to learn. It's free and open source.
Academy lives at https://studiomeyer.academy.
This package is the library: the curriculum, offline, in your editor, with nobody to sign in as. Read everything, in three languages, forever, for free.
If you want the course β progress that survives the session, quizzes, certificates, a tutor that knows where you left off β connect the hosted server instead:
It asks you to sign in once (Google, Discord, or a link by email), and that is the whole difference. Same lessons, plus a memory of your way through them. Both are free.
We have been building tools and systems for ourselves for the past two years. The fact that this repo is small and has few stars is not because it is new. It is because we only just decided to share what we have built. It is not a fresh experiment, it is a long story with a recent commit.
We love building things and sharing them. We do not love social media tactics, growth hacks, or chasing stars and followers. So this repo is small. The code is real, it gets used, issues get answered. Judge for yourself.
From a small studio in Palma de Mallorca.
Then just say: "Start the Academy." Your assistant calls academy_welcome and you're learning.
ChatGPT connects to a hosted URL, not a local command. Add a connector pointing at:
You sign in once when you add it (Google, Discord, or a link by email) and the course then remembers your progress. If you would rather not sign in at all, use the npm package above β it carries the same curriculum offline.
| Tool | What it does |
|---|---|
academy_welcome | Orientation β call this first |
academy_levels | The 6-level learning path |
academy_lessons / academy_lesson | List a level / read a full lesson |
academy_playbooks / academy_playbook | Hands-on how-tos |
academy_recipes / academy_recipe | Step-by-step build guides |
academy_search | Search the whole curriculum |
academy_tutor_context | Get a lesson packaged for tutoring β your AI teaches it |
search / fetch | The ChatGPT connector contract (read course material) |
All locales: de, en, es (default en).
If you have a studiomeyer.academy account, add your API key over stdio to unlock personal progress, quizzes, spaced-repetition and certificates:
Create a key at https://studiomeyer.academy/dashboard/keys. This adds: academy_stats, academy_next_lesson, academy_progress_complete, academy_quiz, academy_quiz_submit, academy_review, academy_review_grade, academy_certificates, academy_tutor (Pro). These talk to the Academy REST bridge with your Bearer token. The hosted course at mcp.studiomeyer.academy offers the same tools without any key β it signs you in via OAuth instead, which is the friendlier route.
ACADEMY_BASE_URLdefaults tohttps://studiomeyer.academyand should only ever point at the real Academy origin (it's where your key is sent). Useful for pointing at a local Academy instance during development.
Stateless Streamable HTTP, one isolated session per request, behind a reverse proxy. Every /mcp request needs a Bearer token β the server answers 401 with a WWW-Authenticate header and clients follow it into the sign-in flow by themselves. It therefore needs Postgres (ACADEMY_MCP_DATABASE_URL, pointed at the Academy's own database), a public ACADEMY_MCP_BASE_URL, SMTP for magic links, and Google/Discord credentials if you want those buttons. ACADEMY_API_KEY is ignored here β one shared key cannot stand for every caller.
The curriculum is baked into the package at build time from the live Academy content (npm run bundle), behind a hard source whitelist + a secret-leak gate that aborts the build on any real-looking credential. Quiz answer keys and the AI-tutor system prompt are never bundled β they live server-side and are only reachable with your own account key.
StudioMeyer is an AI and design studio in Palma de Mallorca, working with clients worldwide. We build custom websites and AI infrastructure for small and medium businesses. Source: studiomeyer-io/mcp-academy. Issues and PRs welcome β hello@studiomeyer.io.
MIT Β© StudioMeyer
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