• MATCHING
  • STYLE
  • CURATION
  • HUMAN

How to find instructors for new modules with your AI

Connect your AI to the instructor database once. After that, you just describe the module you're building and let your agent do the sourcing.

Ask AI about this page

Short answer

How can I find the right instructors for my new modules?

Your AI scans your instructor database to find people who match your specific subject matter and teaching style. You'll get a filtered list of candidates ready for review. Here is what you get.

The results

What you get

The AI handles the heavy lifting of searching and filtering through your instructor pool.

MATCHING

Targeted instructor lists

The AI uses recommend_instructors to find people who actually fit your topic. You get a list of names that match your specific needs.

STYLE

Teaching style alignment

The agent filters candidates based on how they teach. This ensures the instructor's personality fits the module's tone.

CURATION

Ready-to-use candidates

Instead of scrolling through a massive spreadsheet, you get a tight group of qualified options. This saves you from manual vetting.

HUMAN

Final selection and outreach

The AI provides the options, but you make the final call. You decide which instructor to contact and how to pitch the module to them.

The workflow

What your AI does when you request a search.

The AI acts as a specialized recruiter that knows your entire instructor roster.

  1. Analyze requirements

    Your agent looks at your module description to understand the core subjects and the required teaching tone.

    recommend_instructors

  2. Scan instructor data

    The AI searches through your connected instructor records to find matches for those specific topics.

    recommend_instructors

  3. Filter by style

    The agent narrows the list down to instructors whose previous work or profile matches your desired teaching style.

    recommend_instructors

  4. Present candidates

    You receive a clean list of recommended instructors that you can immediately act on.

    recommend_instructors

Try it

Copy these to start.

Use these prompts to trigger the instructor search.

Starting points

These are starting points. Swap out the bracketed text with your actual module details.

Accelerator Instructor Effectiveness Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_VP4WeO1Ug12b05Xj97Rt2IBpKKfpPwDEj9AyjAVO/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 — Accelerator Instructor Effectiveness capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-instructor-effectiveness-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_VP4WeO1Ug12b05Xj97Rt2IBpKKfpPwDEj9AyjAVO/mcp"
    }
  }
}
Copy into chat04

  • Find me instructors for a new module on advanced Python coding with a hands-on, workshop style.

  • I need someone to teach a module about corporate leadership. Look for instructors with experience in large enterprise environments.

  • Search for instructors who specialize in creative writing and have a very conversational teaching style.

  • Recommend instructors for a technical module on cloud architecture that focuses on high-level strategy rather than deep coding.

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

Start here

Connect Accelerator Instructor Effectiveness once, then ask.

Just click the link to connect your data. Your credentials stay encrypted, and you can start asking questions in your preferred AI client immediately.

Connect Accelerator Instructor Effectiveness to your AI

FAQ

Common questions

  • 01

    Can the AI contact the instructors for me?

    No. The AI finds and recommends the instructors, but you must handle all direct communication and outreach yourself.

  • 02

    Does the AI update my instructor database?

    No. The AI only reads your instructor data to make recommendations. It cannot add, delete, or modify your existing records.

  • 03

    How does it know which instructors to recommend?

    It uses the recommend_instructors tool to match your specific module requirements against the data in your instructor list.

  • 04

    Can I ask for instructors with a specific certification?

    Yes, as long as that certification information is included in your instructor data, the AI can filter for it.

  • 05

    Will the AI suggest people not in my database?

    No. The AI only recommends instructors that it can find within your connected data source.

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

Connect Accelerator Instructor Effectiveness to Claude, Cursor, ChatGPT & more