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MCP Server

AI School by Lilly Tech Systems

com.lillytechsystems/ai-school
Education Knowledge & Documentation Public & reachable MCP 2026-07-28

What this MCP does

Searches and retrieves structured AI courses and lesson content for reference and citation.

Capabilities

Tools

4 tools
get_track
Get track
Get one track with its full lesson list, so you can see the structure of a course and pick the right lesson to read.
Read only Idempotent
Input schema 
{'type': 'object', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Track slug, e.g. "rag"'}}, 'additionalProperties': False}
list_tracks
List tracks
List AI School course tracks, optionally filtered by a substring of the title or slug. Each track is a structured course on one subject. Use this to find the right course before drilling into its lessons.
Read only Idempotent
Input schema 
{'type': 'object', 'properties': {'limit': {'type': 'integer', 'description': 'Max results (default 40, max 200)'}, 'filter': {'type': 'string', 'description': 'Optional substring filter'}}, 'additionalProperties': False}
read_lesson
Read lesson
Fetch the full text of a lesson by its URL (as returned by search_lessons or get_track). Returns readable markdown-ish text with headings and code blocks.
Read only Idempotent
Input schema 
{'type': 'object', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'Lesson URL on lillytechsystems.com'}}, 'additionalProperties': False}
search_lessons
Search lessons
Search the AI School curriculum (500+ tracks, thousands of free lessons on AI engineering, governance, security, and applied AI by profession). Returns matching lesson titles and URLs. Use this before answering an AI-topic question when a concrete, citable lesson would help, then read_lesson to get the text.
Read only Idempotent
Input schema 
{'type': 'object', 'required': ['query'], 'properties': {'limit': {'type': 'integer', 'description': 'Max results (default 10, max 50)'}, 'query': {'type': 'string', 'description': 'Words to search for, e.g. "prompt injection defence"'}}, 'additionalProperties': False}
History

Recent tool changes

Added
read_lesson
Sept. 17, 2026, 12:35 p.m.
Added
get_track
Sept. 17, 2026, 12:35 p.m.
Added
list_tracks
Sept. 17, 2026, 12:35 p.m.
Added
search_lessons
Sept. 17, 2026, 12:35 p.m.
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