Qualified.io Connector for AI agents.
20 live capabilities
Manage technical hiring and coding assessments through natural conversation.
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Why people use Qualified.io
Qualified.io for Automated Technical Hiring
This Connector changes that by bringing the data to you. You can ask your agent to pull a candidate's performance exhibit or check a cohort's status without ever leaving your chat. You get a unified view of your hiring pipeline in plain text.
What Vinkius changes
You get a hands-free way to manage technical hiring via your favorite AI interface.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 5,900+ Connectors
- Real-world use case 01
Bulk Invites
A recruiter needs to invite 50 candidates to a Frontend Engineer test.
- Real-world use case 02
Quick Review
An engineering manager wants to see how a candidate did on a specific test.
- Real-world use case 03
Pipeline Cleanup
A talent ops person wants to hide old tests.
Complete set · 20capabilities
The complete Qualified.io capability set.
These are the exact actions your AI can choose when you ask it to work with Qualified.io.
01—04
4 capabilities in this set.
Part of 20 available through Qualified.io.
- 01 Capability
Create assessment result review
Starts a new review for a candidate's result. This helps you track internal feedback more easily.
- 02 Capability
Cancel invitation
Stops a pending invitation for a candidate. Use this if a candidate is no longer moving forward.
- 03 Capability
Archive assessment
Moves a specific assessment to your archive. This keeps your active list clean and organized.
- 04 Capability
Unarchive assessment
Moves an archived assessment back to your active list. Use this to reuse old tests for new roles.
05—08
4 capabilities in this set.
Part of 20 available through Qualified.io.
- 05 Capability
Create assessment
Builds a new assessment in your account. This is the first step for starting a new hiring cycle.
- 06 Capability
Get assessment result exhibit
Pulls a summary of a candidate's performance. It highlights their specific strengths and weaknesses.
- 07 Capability
Get assessment result
Fetches the raw data for a specific assessment result. Use this for detailed score checking.
- 08 Capability
Get assessment
Retrieves the full details of a specific assessment. This is useful for checking requirements.
09—12
4 capabilities in this set.
Part of 20 available through Qualified.io.
- 09 Capability
Get challenge
Pulls the details for a specific coding challenge. Use this to see what the candidate was asked to do.
- 10 Capability
Invite candidates
Sends an invitation for a single candidate to start a test. Use this for individual outreach.
- 11 Capability
Invite candidates via cohort
Sends invitations to a whole group of candidates at once. This is the fastest way to manage bulk invites.
- 12 Capability
List assessment cohorts
Shows a list of all your organized cohorts. Use this to see how candidates are grouped.
13—16
4 capabilities in this set.
Part of 20 available through Qualified.io.
- 13 Capability
List assessment results
Lists all the results from your recent assessments. This gives you a quick overview of the pipeline.
- 14 Capability
List assessments
Shows a list of all your current and past assessments. Use this to see what tests are live.
- 15 Capability
List challenges
Lists all the coding challenges in your account. Use this to see your available test content.
- 16 Capability
Publish assessment
Makes an assessment live for candidates. Use this to start the hiring process for a new role.
17—20
4 capabilities in this set.
Part of 20 available through Qualified.io.
- 17 Capability
Schedule retry assessment result
Lets a candidate take a test again. Use this if they need a second attempt or a reset.
- 18 Capability
Terminate assessment result
Ends an active assessment result immediately. Use this if a candidate stops responding.
- 19 Capability
Unpublish assessment
Takes an assessment offline. Use this to stop candidates from seeing a specific test.
- 20 Capability
Update assessment result review
Edits an existing review for a candidate's result. Use this to update internal hiring notes.
Set up in minutes
One URL. Then ask Qualified.io to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Qualified.io from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_SxOLppig5P4QMWOURVRVspcYx9xya6fySNpwMjoh/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Qualified.io, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Qualified.io for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_SxOLppig5P4QMWOURVRVspcYx9xya6fySNpwMjoh/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Qualified.io URL.
- Step 03
Save and start
Save the connection and enable Qualified.io in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"qualifiedio": {
"url": "https://edge.vinkius.com/vk_preview_SxOLppig5P4QMWOURVRVspcYx9xya6fySNpwMjoh/mcp"
}
}
} - Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Qualified.io
Open Agent mode in chat and ask: "Using Qualified.io, help me...". 20 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"qualifiedio": {
"url": "https://edge.vinkius.com/vk_preview_SxOLppig5P4QMWOURVRVspcYx9xya6fySNpwMjoh/mcp"
}
}
} - Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Qualified.io
Ask Copilot: "Using Qualified.io, help me...". 20 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"qualifiedio": {
"url": "https://edge.vinkius.com/vk_preview_SxOLppig5P4QMWOURVRVspcYx9xya6fySNpwMjoh/mcp"
}
}
} - Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Qualified.io
Open Cascade and ask: "Using Qualified.io, help me...". 20 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"qualifiedio": {
"url": "https://edge.vinkius.com/vk_preview_SxOLppig5P4QMWOURVRVspcYx9xya6fySNpwMjoh/mcp"
}
}
} - Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Qualified.io
Ask Cline: "Using Qualified.io, help me...". 20 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add qualifiedio --transport http "https://edge.vinkius.com/vk_preview_SxOLppig5P4QMWOURVRVspcYx9xya6fySNpwMjoh/mcp" - Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Qualified.io
Ask Claude: "Using Qualified.io, show me...". 20 tools are ready
Where the request belongs
Work Qualified.io can move forward.
This is for the engineering manager who's tired of manual status checks and the recruiter who needs to blast invitations to hundreds of candidates without the headache.
Engineering Manager
Reviews candidate code exhibits and scores quickly during team syncs without leaving their workspace.
Technical Recruiter
Sends bulk invitations and tracks candidate progress in real-time to keep the pipeline moving.
Talent Operations
Organizes large hiring cohorts and manages assessment versions at scale using natural language.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
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Bring your own AI
Change the model, client or framework. Keep Qualified.io connected.
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Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
Roo Code -
Zencoder -
Goose -
Void -
Augment Code -
Amp -
Qodo -
Tabnine -
Pieces -
Sourcegraph Cody -
JetBrains -
Warp -
Amazon Q -
Antigravity -
BoltAI -
Raycast -
Jan -
LM Studio -
AnythingLLM -
Open WebUI -
Msty -
Cherry Studio -
LibreChat -
TypingMind -
Chorus -
5ire -
n8n -
LangChain -
LlamaIndex -
CrewAI -
Vercel AI SDK
Before you connect
Questions about Qualified.io.
The practical details behind the request, access and result.
Can I use the Qualified.io MCP to send bulk invites?
Yes, you can use the Connector to invite entire cohorts of candidates at once. This allows you to blast out invitations to large groups without having to send them individually.
How does the Qualified.io MCP help with candidate scores?
It allows your AI agent to pull specific scores and performance exhibits directly into your chat. You can review how a candidate did on a specific challenge without leaving your workspace.
Can I schedule retakes using the Qualified.io MCP?
Yes, you can ask your agent to schedule a retry for a candidate who needs another attempt. This helps you manage the test lifecycle without manual portal updates.
Does the Qualified.io MCP support cohort management?
It does. You can list, organize, and manage different cohorts of candidates, making it much easier to track groups by role, experience level, or hiring track.
How do I see candidate performance with the Qualified.io MCP?
You can ask your agent to fetch the performance exhibit for any specific result. It will provide a summary of the candidate's strengths and weaknesses based on their test results.
Can I archive old tests using the Qualified.io MCP?
Yes, you can use the Connector to archive old assessments. This keeps your active list organized and ensures you're only looking at relevant, live tests.
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.
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.
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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