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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Qualified.io with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Automate technical hiring and coding assessments. manage assessments, invite candidates, and track test results directly from your AI agent.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 20 capabilities

The complete Qualified.io capability set.

These are the exact actions your AI can choose when you ask it to work with Qualified.io.

Capability set01 / 05

01-04

4 capabilities in this set.

Part of 20 available through Qualified.io.

  1. 01

    Archive assessment

    Archive an assessment

  2. 02

    Get assessment result

    Retrieve a specific assessment result

  3. 03

    Get assessment result exhibit

    Retrieve streamlined exhibit data for an assessment result

  4. 04

    Get challenge

    Retrieve a specific challenge

Capability set02 / 05

05-08

4 capabilities in this set.

Part of 20 available through Qualified.io.

  1. 05

    Invite candidates

    Invite candidates to take an assessment

  2. 06

    List assessment results

    List assessment results

  3. 07

    List assessments

    List assessments

  4. 08

    List challenges

    List challenges

Capability set03 / 05

09-12

4 capabilities in this set.

Part of 20 available through Qualified.io.

  1. 09

    Publish assessment

    Publish an assessment

  2. 10

    Schedule retry assessment result

    Schedule a retry (reopen/retake) for an assessment result

  3. 11

    Update assessment result review

    Update a review for an assessment result

  4. 12

    Cancel invitation

    Cancel an assessment invitation

Capability set04 / 05

13-16

4 capabilities in this set.

Part of 20 available through Qualified.io.

  1. 13

    Create assessment

    Create a new assessment

  2. 14

    Create assessment result review

    Create a review for an assessment result

  3. 15

    Get assessment

    Retrieve a specific assessment

  4. 16

    Invite candidates via cohort

    Invite candidates via a cohort

Capability set05 / 05

17-20

4 capabilities in this set.

Part of 20 available through Qualified.io.

  1. 17

    List assessment cohorts

    List assessment cohorts

  2. 18

    Terminate assessment result

    Terminate an assessment result

  3. 19

    Unarchive assessment

    Unarchive an assessment

  4. 20

    Unpublish assessment

    Unpublish an assessment

Observed, not estimated

967ms average. Fast in production.

Qualified.io is checked daily against the live service.

Daily averagePeak 1169ms
Aug 20Today
Fastest day
809ms
Slowest day
1169ms
14-day trend
Slowing+33%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 20 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Qualified.io, so you can see the experience inside your AI.

It does not authenticate your account with Qualified.io. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

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

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Qualified.io owners ask.

  • 01

    Can I see a summary of a candidate's test performance without pulling the full raw data?

    Yes. Use the get_assessment_result_exhibit capability. It provides a streamlined view of the candidate's performance, making it easier for your AI to summarize the results for you.

  • 02

    How do I invite multiple candidates to a specific assessment at once?

    You can use the invite_candidates capability. Simply provide the assessment ID and the candidate data payload, and the server will handle the invitations through the Qualified.io API.

  • 03

    Is it possible to reopen a test for a candidate who had technical issues?

    Yes, you can use the schedule_retry_assessment_result capability with the specific Result ID to allow the candidate to retake or continue their assessment.

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