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.
Works with every AI agent you already use
…and any MCP-compatible client
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.
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.
Set up Qualified.io MCP in Vercel AI SDK
Prerequisites
- Node.js 18+ and a TypeScript project
-
ai+@modelcontextprotocol/sdkpackages - Active Vinkius subscription with a valid endpoint token
- 1
Install dependencies
Run
npm install ai @modelcontextprotocol/sdkplus your preferred model provider (e.g.@ai-sdk/openai). - 2
Create the Streamable HTTP transport
Use
StreamableHTTPClientTransportwith your Vinkius endpoint URL. Replace[YOUR_TOKEN_HERE]with your token from cloud.vinkius.com. - 3
Discover and use tools
Call
mcpClient.tools()to auto-discover all Qualified.io tools. Pass them directly togenerateText()orstreamText()— no manual schema definitions needed. - 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.
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
Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.
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
Use it with your favorite AI tools
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