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How to Use the Qualified.io MCP in Vercel AI SDK

Build live technical recruitment portals that stream real-time candidate test progress using the Vercel AI SDK.

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Works with every AI agent you already use

…and any MCP-compatible client

Qualified.io MCP on Cursor AI Code Editor MCP Client Qualified.io MCP on Claude Desktop App MCP Integration Qualified.io MCP on OpenAI Agents SDK MCP Compatible Qualified.io MCP on Visual Studio Code MCP Extension Client Qualified.io MCP on GitHub Copilot AI Agent MCP Integration Qualified.io MCP on Google Gemini AI MCP Integration Qualified.io MCP on Lovable AI Development MCP Client Qualified.io MCP on Mistral AI Agents MCP Compatible Qualified.io MCP on Amazon AWS Bedrock MCP Support
MCP Servers — Included with Plan
Vinkius runs on Vercel AI SDK

Connect Qualified.io MCP to Vercel AI SDK

Create your Vinkius account to connect Qualified.io to Vercel AI SDK — we handle the hosting, security, and runtime updates so you don't have to. No server setup required.

GDPR Included with Plan

Key Capabilities

Build assessments live with Vercel AI SDK

The `create_assessment` tool lets your Vercel AI SDK frontend generate coding challenges on the fly. You run this on Vercel Edge Functions to avoid annoying cold starts while building Qualified.io test suites. Once your Vercel AI SDK agent drafts the test, the `publish_assessment` tool makes it live instantly in Qualified.io. Your users watch the Qualified.io assessment structure stream onto their screen block by block using our Next.js UI components.

Dispatch candidate invitations in streaming UI

The `invite_candidates` tool sends Qualified.io invites directly from your Vercel serverless API routes. By using this MCP Server, your Vercel AI SDK application bypasses complex backend queues to trigger candidate emails immediately. If you need to scale up, the `invite_candidates_via_cohort` tool handles batch dispatches for Qualified.io cohorts. The Vercel AI SDK streams the delivery status of each Qualified.io invite right onto your dashboard.

Instant grading and review loops

The `get_assessment_result` tool pulls Qualified.io candidate code submissions directly into your Vercel AI SDK stream. Your streaming UI displays the raw Qualified.io performance metrics without making recruiters refresh their browser tabs. For deeper analysis, the `create_assessment_result_review` tool lets your Vercel AI SDK agent write and post feedback directly to the candidate's Qualified.io record. This keeps your hiring team aligned because Qualified.io reviews show up in the Vercel feed the millisecond they are generated.

Setup guide

Set up Qualified.io MCP in Vercel AI SDK

Prerequisites

  • Node.js 18+ and a TypeScript project
  • ai + @modelcontextprotocol/sdk packages
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install dependencies

    Run npm install ai @modelcontextprotocol/sdk plus your preferred model provider (e.g. @ai-sdk/openai).

  2. 2

    Create the Streamable HTTP transport

    Use StreamableHTTPClientTransport with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.

  3. 3

    Discover and use tools

    Call mcpClient.tools() to auto-discover all Qualified.io tools. Pass them directly to generateText() or streamText() — no manual schema definitions needed.

  4. 4

    Works with any model provider

    Swap openai("gpt-4o") for any AI SDK provider — Anthropic, Google, Mistral. The MCP tools work identically across all supported models.

index.ts
import { experimental_createMCPClient as createMCPClient } from "ai";
import { StreamableHTTPClientTransport } from "@modelcontextprotocol/sdk/client/streamableHttp";
import { generateText } from "ai";
import { openai } from "@ai-sdk/openai";

const transport = new StreamableHTTPClientTransport(
  new URL("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
);

const mcpClient = await createMCPClient({ transport });
const tools = await mcpClient.tools();

const { text } = await generateText({
  model: openai("gpt-4o"),
  tools,
  prompt: "List recent Qualified.io transactions",
});

console.log(text);
await mcpClient.close();

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Qualified.io. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

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Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Qualified.io MCP in Vercel AI SDK

You call `invite_candidates` directly within your `streamText` tool execution block. The serverless function triggers the email through Qualified.io and streams the confirmation status back to your React front-end.
Yes, you can generate coding problems dynamically. Your agent uses `create_assessment` and `publish_assessment` to construct and launch tests based on the specific job description your user uploads.
You hook `get_assessment_result_exhibit` into your streaming UI components. As the candidate completes their test, the Vercel AI SDK streams the raw score data directly into your custom grading dashboard.
You run `schedule_retry_assessment_result` to reopen the test window for that candidate. Your agent updates the UI state immediately so the recruiter knows the retry is active.
Yes, because your Vercel AI SDK application routes all API calls through Vinkius's secure MCP sandbox. Candidate email addresses and test scores are never stored on Vinkius; they pass directly to Qualified.io via encrypted HTTPS connections.

Start using the Qualified.io MCP today

We host it, we monitor it, we maintain it. You just paste one token.

Built & Managed by Vinkius 30s setup 20 tools

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