• METRICS
  • CODE
  • SUMMARY
  • HUMAN

How to evaluate coding test results with your AI

Connect Qualified.io to your AI client to pull technical assessment data. You can then review code quality and performance metrics directly in your chat.

Ask AI about this page

Short answer

How can I use AI to review coding tests?

Your AI pulls assessment results and specific code exhibits from Qualified.io to show you exactly how a candidate performed. You get a clear view of their logic and scores through the following breakdown.

The outcomes

What you'll see in your chat

The AI pulls raw data from Qualified.io and organizes it for your review.

METRICS

Performance scores

The AI retrieves specific test scores and completion data. You'll see how the candidate met the technical requirements.

CODE

Direct code review

Your agent pulls the actual code exhibits submitted by the developer. You can ask questions about their implementation or logic.

SUMMARY

Candidate comparisons

The AI can aggregate results from multiple assessments. This lets you compare different developers side by side.

HUMAN

Final hiring decisions

The AI provides the evidence and the code, but you make the final call. You decide if the technical performance justifies a follow-up.

The workflow

What your AI does when the assessment data arrives.

The AI acts as a bridge between your Qualified.io data and your decision making.

  1. Find assessments

    The AI looks up all available test results for a specific candidate or test run.

    list_assessment_results

  2. Get test details

    The AI pulls the specific performance data for a single assessment once you identify it.

    get_assessment_result

  3. Retrieve code

    The AI pulls the actual code files or snippets the developer wrote during the challenge.

    get_assessment_result_exhibit

  4. Analyze work

    The AI combines the scores and the code exhibits to give you a complete picture of the candidate's skill.

    get_assessment_resultget_assessment_result_exhibit

Try it

Copy these to start.

Use these prompts to begin your technical review.

Starting points

Replace the names and IDs with the actual candidate info from your Qualified.io dashboard.

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

  • List all recent assessment results for the candidate named Jordan Smith.

  • Get the details for assessment ID 44556 and tell me the score.

  • Show me the code exhibits for the Python challenge completed by Taylor Reed.

  • Review the code in the latest assessment exhibit and check for efficient loops.

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

Start here

Connect Qualified.io once, then ask.

Click the link to connect your account. Your login stays encrypted on our side, and you can start asking questions immediately.

Connect Qualified.io to your AI

FAQ

How this task behaves

  • 01

    Can the AI change a candidate's score?

    No. The AI can only read data from Qualified.io. It cannot modify or overwrite any assessment results.

  • 02

    Can the AI delete test results?

    No. This MCP is read-only. You must manage or delete assessments directly within Qualified.io.

  • 03

    How does the AI see the code written by the developer?

    The AI uses the exhibit tool to pull the specific code files submitted during the assessment.

  • 04

    Can I ask the AI to compare two different candidates?

    Yes. Once the AI pulls the results for both candidates, you can ask it to highlight the differences in their performance.

  • 05

    Does the AI need my Qualified.io password?

    No. Your credentials are encrypted and handled securely by Vinkius to keep the connection running.

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

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