College Scorecard API MCP Server for Vercel AI SDK 6 tools — connect in under 2 minutes
The Vercel AI SDK is the TypeScript toolkit for building AI-powered applications. Connect College Scorecard API through Vinkius and every tool is available as a typed function. ready for React Server Components, API routes, or any Node.js backend.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import { createMCPClient } from "@ai-sdk/mcp";
import { generateText } from "ai";
import { openai } from "@ai-sdk/openai";
async function main() {
const mcpClient = await createMCPClient({
transport: {
type: "http",
// Your Vinkius token. get it at cloud.vinkius.com
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
});
try {
const tools = await mcpClient.tools();
const { text } = await generateText({
model: openai("gpt-4o"),
tools,
prompt: "Using College Scorecard API, list all available capabilities.",
});
console.log(text);
} finally {
await mcpClient.close();
}
}
main();
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About College Scorecard API MCP Server
Empower your AI agent to orchestrate your entire higher education research workflow with College Scorecard API, the authoritative source for United States school performance and cost data. By connecting the Department of Education's API to your agent, you transform complex college searches into a natural conversation. Your agent can instantly search for schools, audit enrollment metadata, and retrieve detailed program reports without you ever touching a government portal. Whether you are a student planning your future or a researcher monitoring academic trends, your agent acts as a real-time education consultant, ensuring your data is always grounded in official, government-verified records.
The Vercel AI SDK gives every College Scorecard API tool full TypeScript type inference, IDE autocomplete, and compile-time error checking. Connect 6 tools through Vinkius and stream results progressively to React, Svelte, or Vue components. works on Edge Functions, Cloudflare Workers, and any Node.js runtime.
What you can do
- School Auditing — Search for thousands of US colleges and universities by name and retrieve detailed metadata, including location and website links.
- Enrollment Oversight — Retrieve latest student body size and demographics to maintain a clear view of campus scale.
- Geographic Discovery — List schools by state, city, or near specific ZIP codes to identify regional academic hubs instantly.
- Program Intelligence — Query specific fields of study and program data to understand the academic offerings of different institutions.
- Cost Analysis — Retrieve data on tuition and costs to assist in financial planning for higher education.
The College Scorecard API MCP Server exposes 6 tools through the Vinkius. Connect it to Vercel AI SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect College Scorecard API to Vercel AI SDK via MCP
Follow these steps to integrate the College Scorecard API MCP Server with Vercel AI SDK.
Install dependencies
Run npm install @ai-sdk/mcp ai @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the script
Save to agent.ts and run with npx tsx agent.ts
Explore tools
The SDK discovers 6 tools from College Scorecard API and passes them to the LLM
Why Use Vercel AI SDK with the College Scorecard API MCP Server
Vercel AI SDK provides unique advantages when paired with College Scorecard API through the Model Context Protocol.
TypeScript-first: every MCP tool gets full type inference, IDE autocomplete, and compile-time error checking out of the box
Framework-agnostic core works with Next.js, Nuxt, SvelteKit, or any Node.js runtime. same College Scorecard API integration everywhere
Built-in streaming UI primitives let you display College Scorecard API tool results progressively in React, Svelte, or Vue components
Edge-compatible: the AI SDK runs on Vercel Edge Functions, Cloudflare Workers, and other edge runtimes for minimal latency
College Scorecard API + Vercel AI SDK Use Cases
Practical scenarios where Vercel AI SDK combined with the College Scorecard API MCP Server delivers measurable value.
AI-powered web apps: build dashboards that query College Scorecard API in real-time and stream results to the UI with zero loading states
API backends: create serverless endpoints that orchestrate College Scorecard API tools and return structured JSON responses to any frontend
Chatbots with tool use: embed College Scorecard API capabilities into conversational interfaces with streaming responses and tool call visibility
Internal tools: build admin panels where team members interact with College Scorecard API through natural language queries
College Scorecard API MCP Tools for Vercel AI SDK (6)
These 6 tools become available when you connect College Scorecard API to Vercel AI SDK via MCP:
get_college_details
Get full details for a specific college by ID
get_fields_of_study
Get details for specific programs or fields of study
list_colleges_by_city
List schools in a specific city
list_colleges_by_state
List all schools in a specific state
list_colleges_by_zip
List schools near a specific ZIP code
search_colleges
Search for colleges and universities in the US
Example Prompts for College Scorecard API in Vercel AI SDK
Ready-to-use prompts you can give your Vercel AI SDK agent to start working with College Scorecard API immediately.
"Search for schools named 'Harvard' using College Scorecard API."
"List colleges in the state of 'NY'."
"What is the student size for school ID 166027?"
Troubleshooting College Scorecard API MCP Server with Vercel AI SDK
Common issues when connecting College Scorecard API to Vercel AI SDK through the Vinkius, and how to resolve them.
createMCPClient is not a function
npm install @ai-sdk/mcpCollege Scorecard API + Vercel AI SDK FAQ
Common questions about integrating College Scorecard API MCP Server with Vercel AI SDK.
How does the Vercel AI SDK connect to MCP servers?
createMCPClient from @ai-sdk/mcp and pass the server URL. The SDK discovers all tools and provides typed TypeScript interfaces for each one.Can I use MCP tools in Edge Functions?
Does it support streaming tool results?
useChat and streamText that handle tool calls and display results progressively in the UI.Connect College Scorecard API with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect College Scorecard API to Vercel AI SDK
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.