How to Use the College Scorecard API MCP in Vercel AI SDK

Stream real-time US university data directly into your Vercel AI SDK interface without the usual loading delays.

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Connect College Scorecard API MCP to Vercel AI SDK

Create your Vinkius account to connect College Scorecard API to Vercel AI SDK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup College Scorecard API with Vercel AI SDK

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Live College Data in Vercel AI SDK

Feed `get_college_details` and `get_fields_of_study` directly into your React components. Your users watch the AI pull specific program stats as the text streams, bypassing the need for clunky state management. This MCP Server handles the request-response cycle on the edge. You get the raw JSON back from the provider immediately, ready for immediate rendering in your Next.js frontend.

Geographic Filtering for AI SDK

Use `list_colleges_by_city` or `list_colleges_by_zip` to scope your search results. Your AI client narrows down the massive dataset to specific regions, keeping the context window clean. Everything happens via standard HTTP transport. You define the boundary, the API returns the list, and your UI updates the map or list view instantly.

Direct Search via MCP Server

Trigger `search_colleges` when a user types a query into your chat bar. This tool returns exact matches from the federal registry, giving your AI agent the grounded facts it needs to answer questions. Integrating this into your streamText call is straightforward. Once the data hits your client, the agent presents the findings to the user without hallucinating credentials or tuition costs.

Setup guide

Set up College Scorecard API 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

Install dependencies

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

Discover and use tools

Call mcpClient.tools() to auto-discover all College Scorecard API tools. Pass them directly to generateText() or streamText() — 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.

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 College Scorecard API transactions",
});

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

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by College Scorecard. 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.

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Common questions about College Scorecard API MCP in Vercel AI SDK

You initialize the client with your endpoint and pass the tools into your streamText configuration. The SDK handles the tool calling automatically when the user asks about school data.

Yes, you can expose the full toolset to your agent. It chooses which one to run based on the user's prompt, whether that's searching by zip or looking up details for a specific ID.

It does. Because this server is built for high-performance connections, the tool results flow right into your UI components as they are generated by the model.

The server pulls directly from federal education databases. You get the same official figures the government publishes on school performance and costs.

Absolutely. The server only transmits public institutional records. No private user information or PII ever leaves your Vercel environment during these requests.

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