How do I find my College Scorecard API Key?

Register for a free API Key at [**Data.gov**](https://api.data.gov/signup/). Your key will be displayed instantly and sent via email. Copy and paste it below.

Can the agent filter by school state?

Yes. Use the `list_colleges_by_state` tool providing the 2-letter ISO state code (e.g., 'CA' for California). Your agent will return all matching schools in that state instantly.

Is student body size data provided?

Yes. The school records retrieved by your agent include the latest official student size (enrollment) for undergraduate programs where available.

College Scorecard API MCP Server for Claude Desktop 6 tools — connect in under 2 minutes

Name: College Scorecard API
Availability: InStock
Author: Vinkius

modelcontextprotocol.io/quickstart/user

Built by Vinkius GDPR 6 Tools IDE

Claude Desktop is Anthropic's native application for interacting with Claude AI models on macOS and Windows. It was the first consumer application to ship with built-in MCP support, making it the reference implementation for the Model Context Protocol standard.

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Classic Setup·json

{
  "mcpServers": {
    "college-scorecard-api": {
      // Your Vinkius token. get it at cloud.vinkius.com
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

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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.

Claude Desktop is the definitive way to connect College Scorecard API to your AI workflow. Add Vinkius Edge URL to your config, restart the app, and Claude immediately exposes all 6 tools in the chat interface. ask a question, Claude calls the right tool, and you see the answer. Zero code, zero context switching.

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 Claude Desktop 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 Claude Desktop via MCP

Follow these steps to integrate the College Scorecard API MCP Server with Claude Desktop.

Open Claude Desktop Settings

Go to Settings → Developer → Edit Config to open claude_desktop_config.json

Add the MCP Server

Paste the configuration above into the mcpServers section

Restart Claude Desktop

Close and reopen Claude Desktop to load the new server

Start using College Scorecard API

Look for the 🔌 icon in the chat. your 6 tools are now available

Why Use Claude Desktop with the College Scorecard API MCP Server

Claude Desktop by Anthropic provides unique advantages when paired with College Scorecard API through the Model Context Protocol.

Claude Desktop is the reference MCP client. it was designed alongside the protocol itself, ensuring the most complete and stable MCP implementation available

Zero-code configuration: add a server URL to a JSON file and Claude instantly discovers and exposes all available tools in the chat interface

Claude's extended thinking capability lets it reason through multi-step tool usage, chaining multiple API calls to answer complex questions

Enterprise-grade security with local config storage. your tokens never leave your machine, and connections go directly to Vinkius Edge network

College Scorecard API + Claude Desktop Use Cases

Practical scenarios where Claude Desktop combined with the College Scorecard API MCP Server delivers measurable value.

Interactive data exploration: ask Claude to query DNS records, look up WHOIS data, and cross-reference results in a single conversation

Ad-hoc security audits: type a domain name and let Claude enumerate subdomains, check DNS history, and flag configuration anomalies. all through natural language

Executive briefings: generate comprehensive domain intelligence reports by asking Claude to compile findings into a formatted summary

Learning and training: new team members can explore API capabilities conversationally without needing to read documentation

College Scorecard API MCP Tools for Claude Desktop (6)

These 6 tools become available when you connect College Scorecard API to Claude Desktop 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 Claude Desktop

Ready-to-use prompts you can give your Claude Desktop 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 Claude Desktop

Common issues when connecting College Scorecard API to Claude Desktop through the Vinkius, and how to resolve them.

Server not appearing after restart

Ensure the JSON is valid (no trailing commas). Check the file path: ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\\Claude\\ (Windows).

Authentication error

Verify your Vinkius token is correct. Go to cloud.vinkius.com to regenerate it if needed.

Tools not showing in chat

Click the 🔌 icon at the bottom of the chat input. If it shows 0 tools, the server may still be connecting. wait a few seconds.

College Scorecard API + Claude Desktop FAQ

Common questions about integrating College Scorecard API MCP Server with Claude Desktop.

How does Claude Desktop discover MCP tools?

When Claude Desktop starts, it reads the claude_desktop_config.json file and connects to each configured MCP server. It calls the tools/list endpoint to fetch the schema for every available tool, then surfaces them as clickable options in the chat interface via the 🔌 icon.

What happens if the MCP server is temporarily unavailable?

Claude Desktop handles disconnections gracefully. if the server is unreachable at startup, the tools simply won't appear. Once the server becomes available again, restarting Claude Desktop will re-establish the connection. There is no timeout penalty or error loop.

Can I connect multiple MCP servers simultaneously?

Yes. You can add as many servers as you need in the mcpServers section of the config file. Each server appears as a separate tool provider, and Claude can use tools from multiple servers in a single conversation turn.

Is there a limit on the number of tools per server?

Claude Desktop can handle hundreds of tools per server. However, for optimal LLM performance, Vinkius servers are designed to expose focused, well-documented tool sets rather than overwhelming the model with too many options.

Does Claude Desktop support Streamable HTTP transport?

Yes. Claude Desktop supports both SSE (Server-Sent Events) and the newer Streamable HTTP transport that Vinkius uses. Simply provide the server URL. Claude auto-negotiates the transport protocol.