Academic Transcript Analysis Engine

Upload your NSU transcript PDF or image for instant AI-powered OCR extraction, CGPA calculation, waiver eligibility check, and full degree audit.

Credit Tally
CGPA Analysis
Degree Audit
Waiver Check

Drop your transcript here

or browse files from your device

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Max file size: 16MB
MCP

Model Context Protocol Server

Live bridge between AI assistants and your NSU Degree Audit system.

What This MCP Server Does

  • scan_transcript: Scan PDF/image and return full degree audit analysis
  • get_health_status: Check API and OCR capability status
  • login / get_scan_history: Sign in and sync historical scans
  • calculate_cgpa: Compute CGPA from course list and grades
  • check_graduation: Validate requirement completion by program
  • export_scan / predict_gpa: Export reports and predict outcomes

Demo Prompts You Can Show

Scan my transcript at D:/Transcripts/my_transcript.pdf
Calculate my CGPA with CSE115 A, CSE173 B+, MAT120 A-
Check my graduation requirements for CSE
Show my scan history

How To Run MCP Server

  1. Open terminal and go to mcp_server folder
  2. Install dependencies with npm install
  3. Run server with node server.js
  4. For VS Code Copilot, configure mcp.servers with this server path
  5. Reload VS Code and use prompts from Copilot Chat
Tip: Use the key icon button to jump back to this section during your presentation.