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PranayMahendrakar

Learn Anything

Learn Anything ๐ŸŽ“

Turn any topic into a real lesson โ€” not a summary. Free, open-source, zero extra credits.

One MCP server for Claude & ChatGPT.

What a lesson contains

  • Where this sits โ€” what it is, why it's worth knowing, and the prerequisites (with the one you're most likely missing flagged)

  • Intuition โ€” the core idea in plain language, plus an analogy that maps structurally โ€” and the exact point where the analogy stops being true

  • Worked example โ€” one concrete case with real values, every step shown (including the one it'd be tempting to call obvious)

  • The precise version โ€” the formal account, mapped line-by-line back to the intuition

  • What people get wrong โ€” real misconceptions: what people believe โ†’ why it's tempting โ†’ why it's wrong โ†’ what's true

  • Check yourself โ€” questions escalating recognize โ†’ apply โ†’ transfer, with worked answers, plus an "explain it back" task

  • Make it stick โ€” a 1 day / 1 week / 1 month spaced-repetition plan and what to learn next

Related MCP server: learners-mcp

Why it's actually good

Two rules make the difference:

  • Simplify the wording, never the substance. A beginner lesson must leave you with a smaller true model, never a false one.

  • Flag every simplification where it's made, and name the truer version โ€” so you always know where the map ends.

Plus: it teaches your topic verbatim (not an adjacent easier one), and invents nothing โ€” no fabricated facts, papers, names, or numbers.

How it's free

The server runs no AI. It returns a master-teacher protocol as plain text; your own Claude/ChatGPT executes it in the same turn. No API key, no second bill.

Use it

Learn Anything: how do transformers work?
Learn Anything, beginner: Bayes' theorem
Learn Anything, advanced, I know linear algebra: diffusion models

Knobs: level (beginner/intermediate/advanced) ยท background (what you already know) ยท focus

Deploy your own (free)

npm install
npx wrangler deploy      # prints your live URL

Your connector URL is that address + /mcp.

Connect it

  • Claude (any plan): Settings โ†’ Connectors โ†’ Add custom connector โ†’ paste the /mcp URL

  • ChatGPT (Plus+, desktop web): Settings โ†’ Connectors โ†’ Advanced โ†’ Developer mode โ†’ add the /mcp URL, Auth None

License

MIT ยฉ 2026 Pranay Mahendrakar โ€” free to use, modify, and share.

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