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learn-anything

Turns any topic into a real lesson - prerequisites, intuition, worked example, misconceptions, practice and spaced repetition. Free MCP plugin for Claude and ChatGPT, zero extra credits.

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Repository

README

From the repo.

Learn Anything 🎓

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

One MCP server for Claude & ChatGPT.

What a lesson contains

  • Where this sits — what it is, why it's worth knowing, and the prerequisites (with the one you're most likely missing flagged)
  • Intuition — the core idea in plain language, plus an analogy that maps structurally — and the exact point where the analogy stops being true
  • Worked example — one concrete case with real values, every step shown (including the one it'd be tempting to call obvious)
  • The precise version — the formal account, mapped line-by-line back to the intuition
  • What people get wrong — real misconceptions: what people believe → why it's tempting → why it's wrong → what's true
  • Check yourself — questions escalating recognize → apply → transfer, with worked answers, plus an "explain it back" task
  • Make it stick — a 1 day / 1 week / 1 month spaced-repetition plan and what to learn next

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 — so you always know where the map ends.

Plus: it teaches your topic verbatim (not an adjacent easier one), and invents nothing — 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) · background (what you already know) · 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 → Connectors → Add custom connector → paste the /mcp URL
  • ChatGPT (Plus+, desktop web): Settings → Connectors → Advanced → Developer mode → add the /mcp URL, Auth None

License

MIT © 2026 Pranay Mahendrakar — free to use, modify, and share.

Collected info

  • ★ 0 stars
  • Language: TypeScript
  • Source updated: 7/15/2026

Config for your environment

Replace {MCP_ENDPOINT_URL} with this MCP’s endpoint URL (from its repo or docs above). No API key — you connect directly.

Tool

OS

Config file: ~/.cursor/mcp.json

{
  "mcpServers": {
    "mcp-server": {
      "url": "{MCP_ENDPOINT_URL}"
    }
  }
}

Paste into mcpServers in the config file. Restart Cursor after saving.

If this MCP is also published on mcpchannel.ai, you can subscribe from Browse and use the gateway config there instead.