• STUCK POINTS
  • USER DATA
  • PROGRESS
  • HUMAN ACTION

How to track student course progress with your AI

Connect Knorish to your AI client to turn raw course data into actionable insights about learner behavior.

Ask AI about this page

Short answer

How can I see where my students are getting stuck?

Your AI pulls data from Knorish to map out individual student journeys through your modules. It identifies specific points where progress stops so you can step in. You'll get a clear view of completion rates and friction points.

The outcomes.

What you get from the data.

The AI processes student records to give you these specific results.

STUCK POINTS

Identify module friction

The AI finds where students stop moving forward. You'll see which specific lessons cause the most drop-offs.

USER DATA

Profile individual learners

Get specific details on any student. Your AI pulls their history to help you understand their unique learning pace.

PROGRESS

Monitor completion rates

Track how far each person has traveled through your curriculum. This helps you predict who might fail to finish.

HUMAN ACTION

Targeted outreach

The AI flags the students who need help. You decide when to send a personal message or update a lesson.

The workflow

What your AI does when the data arrives.

The AI acts as a bridge between your Knorish dashboard and your chat interface.

  1. Fetch student records

    The AI pulls the necessary user information to establish a baseline for your analysis.

    get_user

  2. Analyze module movement

    It looks at the specific progress markers for every student in your course.

    get_student_progress

  3. Spot the bottlenecks

    The AI compares progress across the cohort to find where the majority of students stall.

    get_student_progress

  4. Summarize findings

    It presents the data in a way that highlights the most urgent student needs.

    get_user

Try it

Copy these to start.

Use these prompts once you have connected Knorish to your AI.

Starting points

Swap out the bracketed text with your actual course names or student names.

Knorish Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_3Kx5yVyvLElZh6z5HH1E4N0cfV3ciRtRZQYev7la/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Knorish capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "knorish-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_3Kx5yVyvLElZh6z5HH1E4N0cfV3ciRtRZQYev7la/mcp"
    }
  }
}
Copy into chat04

  • Show me the progress for [Student Name] in my [Course Name] course.

  • Which students have not completed the [Module Name] module yet?

  • Summarize the progress of all students in [Course Name].

  • Find the specific module where most students in [Course Name] are getting stuck.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Knorish once, then ask.

Click the link below to link your account. Your credentials stay encrypted and secure, and you can immediately start asking questions about your students.

Connect Knorish to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change a student's progress status?

    No. The AI can only read progress data. You must log in to Knorish to manually update or change any student records.

  • 02

    Can the AI delete a user from my Knorish account?

    No. This connector is read-only. It cannot delete users or modify any course content.

  • 03

    How does the AI know which student I am talking about?

    The AI uses the get_user tool to look up specific profiles based on the names or IDs you provide in your prompt.

  • 04

    Does the AI see all my course data?

    The AI only accesses the specific data requested through the get_student_progress and get_user tools.

  • 05

    Can I use this with any AI client?

    Yes, as long as your client is MCP-compatible, such as Claude, Cursor, or Windsurf.

  • More questions about Knorish? See everything the Knorish Connector can do

Connect Knorish to Claude, Cursor, ChatGPT & more