• GAP ANALYSIS
  • CONTENT AUDIT
  • CURRICULUM MAP
  • HUMAN REVIEW

How to audit course catalogs with your AI

Connect your agent to AcademyOcean to scan your training library. Once connected, you can query the catalog to find exactly what you need or what's missing.

Ask AI about this page

Short answer

How can I audit my course catalog using AI?

Your agent uses the AcademyOcean connection to pull a complete list of all available courses and training modules. You'll get a clear view of your content coverage and gaps.

Audit outcomes

What you'll find

The AI processes your catalog data to produce these specific results.

GAP ANALYSIS

Find missing topics

The agent compares your current course list against specific skill requirements. You'll see exactly which training areas lack coverage.

CONTENT AUDIT

Spot duplicate courses

The AI scans titles and descriptions to find overlapping or redundant training modules. This helps you clean up a cluttered catalog.

CURRICULUM MAP

Organize learning paths

Your agent groups existing courses into logical sequences. You get a structured view of how topics connect.

HUMAN REVIEW

Flag for manual check

The AI identifies courses that look outdated or poorly categorized. You decide whether to retire or update them.

The workflow

What your AI does when the request arrives.

The agent handles the heavy lifting of data retrieval and analysis.

  1. Fetch catalog data

    The agent reaches into AcademyOcean to pull the full list of available training materials.

    list_courses

  2. Analyze content

    Your agent reads through the course titles and descriptions to understand the scope of your training.

    list_courses

  3. Identify patterns

    The AI looks for clusters of similar topics or significant gaps in the subject matter.

    list_courses

  4. Report findings

    The agent presents a summary of its findings, highlighting specific courses that need your attention.

    list_courses

Try it

Copy these to start.

Use these prompts to begin your audit.

Starting points

These are basic starting points. Swap the bracketed text for your specific needs.

AcademyOcean Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_LNtOFJ4AziLkS1MumSqF2eehMCODP5P7RXJLfnQG/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 — AcademyOcean capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "academyocean-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_LNtOFJ4AziLkS1MumSqF2eehMCODP5P7RXJLfnQG/mcp"
    }
  }
}
Copy into chat04

  • List all courses in my AcademyOcean catalog so I can see what we have.

  • Find all courses related to leadership development in the catalog.

  • Are there any gaps in our technical training offerings based on the current list?

  • Identify any duplicate or highly similar course titles in the catalog.

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

Start here

Connect AcademyOcean once, then ask.

Just click the link to connect your account. Your credentials stay encrypted, and you can immediately start chatting with your agent about your courses.

Connect AcademyOcean to your AI

FAQ

How this task behaves

  • 01

    Can the AI delete courses from my catalog?

    No. The AI can only read the catalog. You must log in to AcademyOcean to make any changes or deletions.

  • 02

    Can the AI add new courses for me?

    No. This connection is for auditing and reviewing existing data. It cannot create new course entries.

  • 03

    Does the AI see my user login credentials?

    No. Vinkius manages the connection securely so your agent can access the data without exposing your password.

  • 04

    How does the AI know what courses are available?

    It uses the list_courses tool to pull the current data directly from your AcademyOcean account.

  • 05

    Can I use this with any AI client?

    Yes, as long as you are using an MCP-compatible client like Claude, Cursor, or Windsurf.

  • More questions about AcademyOcean? The Connector page answers them. See everything the AcademyOcean Connector can do

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