# Ludwitt

> AI-powered adaptive learning platform with two tracks: (1) Basics — adaptive K-12 + adult literacy/numeracy (Math, Reading, Logic, Latin, Greek, Writing) addressing the PIAAC crisis where 28% of US adults struggle with basic literacy, and (2) Developer Training — learn to build with AI tools (Cursor, Claude Code, OpenClaw) through guided projects, deployment, and open-source contributions.

## Core Pages

- [About](https://pitchrise.ludwitt.com/about): Mission, team, PIAAC research context
- [For Adults](https://pitchrise.ludwitt.com/for-adults): Adult re-education solutions
- [For Schools](https://pitchrise.ludwitt.com/for-schools): K-12 adaptive learning
- [For Employers](https://pitchrise.ludwitt.com/for-employers): Workforce literacy programs
- [For Libraries](https://pitchrise.ludwitt.com/for-libraries): Community education
- [Research](https://pitchrise.ludwitt.com/research): PIAAC data and learning science
- [Pricing](https://pitchrise.ludwitt.com/pricing): Credits only — no subscription. Deposits are $5 to $500
- [Educator FAQ](https://pitchrise.ludwitt.com/faq/educators): Classes, join links, the institution credit pool, and MCP
- [How It Works](https://pitchrise.ludwitt.com/how-it-works): Step-by-step learning process
- [FAQ](https://pitchrise.ludwitt.com/faq): Common questions answered
- [Compare vs Tutoring](https://pitchrise.ludwitt.com/compare/vs-tutoring): Cost/feature comparison

## Documentation

- [Documentation](https://pitchrise.ludwitt.com/docs): Index of public guides
- [Instructor quickstart](https://pitchrise.ludwitt.com/docs/instructors): Create a class, share a student join link, and buy or transfer institution credits
- [Connect with MCP](https://pitchrise.ludwitt.com/docs/mcp): Sign an AI agent into Ludwitt. Public connection steps, with secrets left out

## Basics — Adaptive Learning

- [Basics Dashboard](https://pitchrise.ludwitt.com/basics): Math, Reading, Logic, Latin, Greek, Writing
- [AI Assistant](https://pitchrise.ludwitt.com/basics/ai-assistant): 24/7 AI tutoring powered by Claude
- [Study Rooms](https://pitchrise.ludwitt.com/basics/study-rooms): Collaborative video learning
- [Leaderboard](https://pitchrise.ludwitt.com/basics/leaderboard): Gamification and progress
- [Achievements](https://pitchrise.ludwitt.com/basics/achievements): Badges and milestones
- [Cohorts](https://pitchrise.ludwitt.com/basics/cohorts): Group learning with mentors

## Developer Training (ALC)

- [Developer Training Dashboard](https://pitchrise.ludwitt.com/alc): Learn to build with AI coding tools

Three paths available:
- Cursor path: Install Cursor AI editor, build a personal website, deploy to Vercel
- Claude Code path: Install Claude Code CLI, build a tweet automation agent, deploy to Firebase
- OpenClaw path: Install OpenClaw agent platform, build website + email, deploy

Post-deploy shared steps: open-source PR to cursorboston.com, Loom showcase videos, 5-year vision, AI-generated custom projects

## Legal

- [Privacy Policy](https://pitchrise.ludwitt.com/legal/privacy-policy): COPPA and FERPA compliant
- [Terms of Service](https://pitchrise.ludwitt.com/legal/terms-of-service)

## MCP (for AI agents)

- [Ludwitt MCP Server](https://pitchrise.ludwitt.com/api/mcp): Streamable HTTP MCP for **in-chat Coach** — run Basics practice against the learner’s account without opening the website
- **Grok Bot ready:** add the **Ludwitt Coach** template in Grok Bot (marketplace or share template); connect with Ludwitt login / OAuth (primary) or an API key from [/account/api-keys](https://pitchrise.ludwitt.com/account/api-keys) (fallback). Daily practice happens in the Grok Bot chat — the website is for account / login / billing, not answering problems.
- Auth (primary): OAuth login via `/.well-known/oauth-protected-resource` → Ludwitt consent at `/oauth/mcp/authorize`
- Learner loop: `basics_get_progress` → `basics_get_current_problems` (math|reading|latin|greek|logic) → tutor in chat → `basics_check_answer` (spoilers omitted until after check)
- Educator loop: `educator_list_orgs` (empty → `educator_create_org`) → `educator_create_class` (`instructorId` may be `"me"`) → `educator_get_credits` → `educator_transfer_personal_credits` (personal balance, no card) or `educator_create_credit_checkout` (human pays; poll `educator_get_checkout_status`) → `educator_invite_members` or `educator_create_join_link` (shareable URL; signup or login enrolls as a student; `educator_list_join_links` / `educator_revoke_join_link` manage it) → `educator_get_class_progress`. Email invites never return a set-password link. Join links do return the URL. Checkout returns a payment link only. Re-authorize when a tool returns `missing_scope`. `billing:write` is never implied by an empty API-key scope list.
- Public install guide: [/docs/mcp](https://pitchrise.ludwitt.com/docs/mcp). Educator class, join-link, and credit steps: [/docs/instructors](https://pitchrise.ludwitt.com/docs/instructors). Extended agent notes: [/llms-full.txt](https://pitchrise.ludwitt.com/llms-full.txt)

## Optional

- [Glossary](https://pitchrise.ludwitt.com/glossary): Learning science terms defined
- [Extended Details](https://pitchrise.ludwitt.com/llms-full.txt): Full technical details for AI agents
- [Sitemap](https://pitchrise.ludwitt.com/sitemap.xml): All public pages