• READY
  • SENT
  • SYNCED
  • HUMAN

How to automate candidate technical assessments with your AI

Connect Qualified.io to your AI client to manage the full lifecycle of coding tests. Once connected, you can move from test creation to candidate invitations through simple chat commands.

Ask AI about this page

Short answer

Can my AI manage my technical coding tests?

Yes. Your AI uses the Qualified.io MCP to build assessments, publish them, and invite candidates or specific cohorts to participate. You'll get a fully automated testing pipeline by just telling your agent what to do.

The end results

What you get from automation

This is what happens after you give your AI the command.

READY

Live assessments

The AI builds and publishes your tests. You'll have active coding challenges ready for candidates immediately.

SENT

Candidate invites

Your agent sends invitations to specific people or entire groups. This removes the manual work of emailing testers.

SYNCED

Cohort management

The AI handles bulk invitations for entire groups. It ensures everyone in a specific group gets the test at once.

HUMAN

Reviewing results

The AI stops once the tests are sent. You still handle the actual grading and final hiring decisions.

The workflow

What your AI does when you request a test.

The AI acts as the bridge between your instructions and the Qualified.io platform.

  1. Build the test

    Your agent generates the technical assessment based on your requirements.

    create_assessment

  2. Make it live

    The AI moves the assessment from a draft state to a published state so it can be taken.

    publish_assessment

  3. Target individuals

    You can tell the AI to send the test to a single person or a specific list of emails.

    invite_candidates

  4. Target groups

    If you have a batch of applicants, the AI can invite the whole group in one go.

    invite_candidates_via_cohort

Try it

Copy these to start.

Use these prompts to trigger actions in Qualified.io.

Starting points

Swap out the bracketed text with your actual test names, candidate emails, or cohort IDs.

Qualified.io Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_SxOLppig5P4QMWOURVRVspcYx9xya6fySNpwMjoh/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 — Qualified.io capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "qualifiedio-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_SxOLppig5P4QMWOURVRVspcYx9xya6fySNpwMjoh/mcp"
    }
  }
}
Copy into chat04

  • Create a new Python coding assessment named 'Backend Engineer Level 1'.

  • Publish the 'Frontend Specialist' assessment so candidates can take it.

  • Invite candidate alex.smith@example.com to the 'Senior Dev' assessment.

  • Send the 'Junior QA' assessment to the 'Summer Intern Cohort'.

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

Start here

Connect Qualified.io once, then ask.

Just click the link to connect your account. Your credentials stay encrypted, and you can start managing tests immediately through your AI client.

Connect Qualified.io to your AI

FAQ

How the automation behaves

  • 01

    Can the AI grade the coding tests for me?

    No. The AI handles the creation and distribution of the tests, but you must review the results yourself.

  • 02

    Can the AI delete existing assessments?

    No. The current tools only allow for creating, publishing, and inviting.

  • 03

    Can I invite a whole group of people at once?

    Yes, you can use the cohort invitation tool to message an entire group of candidates.

  • 04

    Does the AI need my login password?

    No. Vinkius manages the connection securely so you don't have to share passwords with your AI client.

  • 05

    Can the AI change the content of a test after it is published?

    No. The AI can publish assessments, but it does not have a tool to edit them once they are live.

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

Connect Qualified.io to Claude, Cursor, ChatGPT & more