- DATA
- BUDGET
- ANALYSIS
- HUMAN
Short answer
How do I compare college costs with my AI?
Your agent uses the College Scorecard API to fetch tuition and living expense metadata for specific institutions. You can then ask your AI to calculate total costs or compare different schools against your budget. This provides a clear breakdown of the numbers.
Your comparison outcomes
Where your data lands.
The agent pulls specific metadata to create these results.
DATA
Official cost profiles
The agent pulls tuition and room and board figures from the Department of Education. You get the raw numbers for the schools you select.
BUDGET
Custom cost models
Your AI uses the fetched data to build personal budget comparisons. You see how different schools fit your specific financial plan.
ANALYSIS
Side-by-side views
The agent organizes data from multiple schools into a single view. This makes it easy to spot the cheapest options.
HUMAN
Final decisions
The AI provides the numbers, but you decide which schools are actually affordable. You make the final judgment call.
The workflow
What your AI does when the request arrives.
The agent acts as a bridge between your chat and the Department of Education database.
Find schools
The agent identifies specific colleges or university systems based on your search terms.
search_collegesGet cost data
The agent pulls detailed tuition, room, and board metadata for the selected schools.
get_college_detailsCalculate totals
Your AI adds up the various cost components to find the total annual price tag.
get_college_detailsCompare options
The agent organizes the data into a structured format so you can compare different institutions.
search_collegesget_college_details
Try it
Copy these to start.
Use these prompts to kick off your research.
Starting points
Swap out the school names and budget amounts with your own specific details.
College Scorecard Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_Ais6261NuKu7n0Wq0B6MXFxqW6QudnVZyF3yo3Lb/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — College Scorecard capabilities are ready to use.
{
"mcpServers": {
"college-scorecard-api-mcp": {
"url": "https://edge.vinkius.com/vk_preview_Ais6261NuKu7n0Wq0B6MXFxqW6QudnVZyF3yo3Lb/mcp"
}
}
}Find the average tuition and room and board costs for University of Michigan and Ohio State.
Compare the total annual cost of attending NYU versus UCLA.
Search for public universities in California and list their tuition costs.
Build a budget comparison for three different schools that cost less than $30,000 a year.
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Start here
Connect College Scorecard API once, then ask.
Just one connection is needed to give your agent access to the database. Your login details stay encrypted, and you can start asking questions immediately.
Connect College Scorecard API to your AIFAQ
How this task behaves
- 01
Can the AI apply for financial aid for me?
No. The AI only pulls cost data from the Department of Education. You must handle all applications and financial aid filings yourself.
- 02
Does the AI update tuition prices in real time?
No. The AI pulls the most recent metadata available in the College Scorecard database. It cannot change or update these official records.
- 03
Can I use this to find scholarships?
No. The tools only provide tuition and cost metadata. They do not have access to individual scholarship databases.
- 04
Can the AI compare schools by their graduation rates?
Yes. The agent can pull various metadata points from the Department of Education, including graduation rates, to help you compare schools.
- 05
Will the AI tell me which school is the best fit for me?
No. The AI provides the data and the comparisons, but the decision of which school is the best fit is entirely up to you.
More questions about College Scorecard API? The Connector page answers them. See everything the College Scorecard API Connector can do
Connect College Scorecard to Claude, Cursor, ChatGPT & more
