EdTech
AI tutor with per-cohort access control
An online university deployed an AI tutor that cites course PDFs, syllabi, and LMS gradebook data via Claude MCP while enforcing student privacy.
01
The Challenge
The Problem
They had over 4,000 course files and MySQL gradebook records, but no standardized way to expose them to AI agents with per-cohort access controls.
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02
The Solution
How MCPner Solved It
MCPner.com ingested their entire course file library with automatic metadata tagging and chunking. Per-cohort security tokens were issued with quota enforcement.
MCP Stack Used:
Text & Files
Databases (MySQL)
Custom API
03
The Results
Measurable Outcomes
Student satisfaction scores increased 22% as the AI tutor provided instant, accurate answers with proper citations to course materials.
Key Metrics:
22% increase in student satisfaction scores
Over 4,000 course files indexed with granular access
Single-click rollout to 12 new cohorts
80% reduction in support tickets
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