# Lucebra Platform - Full AI System Documentation (llms-full.txt)

> Lucebra is an international accredited digital education ecosystem, course marketplace, and eBook publishing network designed for global learners, instructors, universities, and enterprise organizations.

---

## 1. Overview & Core Mission
Lucebra provides high-quality, self-paced, and live interactive learning experiences. The platform hosts thousands of accredited online video courses and comprehensive digital eBooks spanning Technology, Business, Design, Languages, Science, and Creative Arts. Courses feature multi-language subtitle accessibility (33 languages) powered by state-of-the-art AI translation technology.

- **Official Website**: https://www.lucebra.com
- **Main Catalog (Courses)**: https://www.lucebra.com/explore
- **eBook Library**: https://www.lucebra.com/explore-ebooks
- **Instructors Network**: https://www.lucebra.com/instructors
- **Certification & Exam Center**: https://www.lucebra.com/exam-center
- **Lucebra Business**: https://www.lucebra.com/lucebra-business
- **Teach on Lucebra**: https://www.lucebra.com/teach-on-live

---

## 2. Key Educational Pillars

### A. Online Video Courses & Professional Specializations
- URL: https://www.lucebra.com/courses
- Comprehensive video lectures, structured syllabi, assignments, and quizzes.
- Lifetime access with multi-language transcripts and subtitles across 33 global languages.
- Accredited International Certificate of Completion upon course completion.

### B. Digital eBooks & Technical Publications
- URL: https://www.lucebra.com/ebooks
- Curated technical books, industry research papers, and self-study guides.
- In-browser interactive reader, downloadable chapters, and bookmarking.

### C. Instructor Network & Mentorship
- URL: https://www.lucebra.com/instructors
- Verified industry professionals, academic professors, and domain experts.
- Live streaming sessions, 1-on-1 consultations, and community forums.

### D. Accreditation & Certification Center
- URL: https://www.lucebra.com/exam-center
- Verifiable digital certificates with cryptographic IDs for LinkedIn and professional resumes.

### E. Enterprise & Organizational Learning
- URL: https://www.lucebra.com/lucebra-business
- Team license management, customized employee training tracks, analytics dashboards, and volume licensing for universities and businesses.

---

## 3. AI Agent & Model Context Protocol (MCP) Services

Lucebra natively exposes autonomous AI agent discovery endpoints and Model Context Protocol (MCP) servers to enable LLM agents, coding assistants, and automated enterprise tools to query and interact with the Lucebra education ecosystem.

### MCP Server Specification
- **Protocol Version**: 2024-11-05
- **Server Name**: Lucebra MCP Server
- **Transport**: Server-Sent Events (SSE) and HTTP POST
- **SSE Stream Endpoint**: https://www.lucebra.com/mcp/sse
- **JSON-RPC Messages Endpoint**: https://www.lucebra.com/mcp/messages
- **Discovery Manifest**: https://www.lucebra.com/.well-known/mcp.json
- **Plugin Manifest**: https://www.lucebra.com/.well-known/ai-plugin.json

### Available Agent Tools
1. `search_courses`:
   - Description: Search online courses in the Lucebra catalog by topic, skill, or keyword.
   - Parameters:
     - `query` (string, required): Keyword or subject to search for (e.g., "Machine Learning", "Python", "Digital Marketing").
   - Response: Structured JSON containing course titles, instructor names, ratings, pricing, and canonical URLs.

---

## 4. Machine-Readable Metadata & Feeds
- **Sitemap Index**: https://www.lucebra.com/sitemap.xml
- **Robots Directives**: https://www.lucebra.com/robots.txt
- **Product & Course Feed**: https://www.lucebra.com/products-feed.xml
- **Structured Data**: Every course and ebook page implements Schema.org JSON-LD structured data with dual typing (`["Course", "Product"]` and `["Book", "Product"]`), including price, availability, aggregate rating, and author/provider specifications.

---

## 5. Contact & Support
- **General Inquiries**: info@lucebra.com
- **Support Center**: https://www.lucebra.com/help
- **Publisher & Instructor Registration**: https://www.lucebra.com/become-instructor