• GAP ANALYSIS
  • CONTENT AUDIT
  • USER TRENDS
  • HUMAN REVIEW

How to analyze lesson performance with your AI

Connect EdApp to your agent to turn raw training logs into actionable insights about learner progress.

Ask AI about this page

Short answer

How can I find training gaps in my EdApp lessons?

Your AI pulls attempt logs and catalog statistics to identify specific lessons where scores are low or completion rates are stalling. You'll get a clear view of which content is working and which needs a redesign.

The results.

Where your insights land.

The AI categorizes the data it finds into these specific outcomes.

GAP ANALYSIS

Identify weak spots

The AI compares attempt logs against course goals to find specific lessons where learners consistently fail or stall.

CONTENT AUDIT

Spot outdated material

By looking at catalog statistics, your agent flags courses that have high drop-off rates or low engagement.

USER TRENDS

Track learner progress

The AI summarizes how different groups are moving through your lesson catalog over time.

HUMAN REVIEW

Needs your decision

The AI flags critical performance drops that require you to manually step in and update the training content.

The workflow

What your AI does when the data arrives.

Your agent handles the heavy lifting of digging through logs so you don't have to.

  1. Map the curriculum

    The agent first gets a full list of every lesson within your specified courses to establish a baseline.

    list_course_lessons

  2. Pull attempt data

    It pulls the specific logs for every lesson attempt to see individual scores and completion statuses.

    get_lesson_attempts_log

  3. Aggregate statistics

    The agent pulls high-level catalog data to compare individual lesson performance against broader trends.

    get_catalog_statistics

  4. Report gaps

    The AI cross-references the logs and statistics to highlight exactly which lessons are failing your learners.

    get_lesson_attempts_logget_catalog_statistics

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Replace the bracketed text with your actual course names or specific metrics.

EdApp Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_MUflzPVOljWiP0YN2BhR6vh5ri9yQmGPTvTk7ZUD/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 — EdApp capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "edapp-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_MUflzPVOljWiP0YN2BhR6vh5ri9yQmGPTvTk7ZUD/mcp"
    }
  }
}
Copy into chat04

  • Analyze the lesson attempts for the 'Safety Compliance 2024' course and tell me which lessons have the lowest scores.

  • Check the catalog statistics for all 'Sales Training' courses and find any with a completion rate below 70%.

  • List all lessons in the 'Onboarding Module' and summarize the recent attempt logs to find where new hires are getting stuck.

  • Compare the performance of the 'Cybersecurity Basics' lesson against the rest of the catalog to see if it's an outlier.

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

Start here

Connect EdApp once, then ask.

Just link your account through the Vinkius dashboard. Your credentials stay encrypted, and you can immediately start asking your agent questions about your EdApp data.

Connect EdApp to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my lesson content?

    No. The AI can only read logs and statistics. You must manually edit your lessons in EdApp.

  • 02

    Does the AI delete any user data?

    No. This MCP is read-only. It cannot delete logs, users, or any part of your EdApp catalog.

  • 03

    Can I ask about specific users?

    Yes, as long as their attempt data is available in the lesson logs.

  • 04

    Can the AI create new lessons for me?

    No. The tools only allow the AI to list and read existing data.

  • 05

    How detailed are the lesson logs?

    The AI can access specific attempt logs, which include scores and completion data for individual lessons.

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

Connect EdApp to Claude, Cursor, ChatGPT & more