Education

Connect College ROI to any app

Lifetime ROI of US colleges and majors — free static JSON, CC BY 4.0

No account neededle-teen.com

What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.

Build solutions, not workarounds.

What do you want to automate with College ROI?

Ask the assistant

You'll sign in before anything runs. What you typed comes with you.

Connect your AI client

Give your AI client this address.

https://mcp.apiant.ai

Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser.

Set it up in your client
Claude Code

Run this in the directory you want to work in.

claude mcp add --transport http -s project apiant-ai https://mcp.apiant.ai

Start Claude Code there, approve the server, and sign in in the browser page it opens.

Claude Code guide (opens in a new tab)
Claude, web and desktop

Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first.

Setup guide (opens in a new tab)
Cursor

Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser.

Setup guide (opens in a new tab)
Zed

Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.

Setup guide (opens in a new tab)
Codex and the ChatGPT desktop app

Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in.

Setup guide (opens in a new tab)
Any other MCP client

Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection.

Setup guide (opens in a new tab)

Pair it

Connect College ROI with another app

What your agent can do with College ROI

Triggers and actions 9 actions

  • Action
    Find best-value colleges by state

    Find the best-value colleges at resident pricing for one state.

  • Action
    Get college

    Get one gated college by slug.

  • Action
    Get major

    Get one major category or subfield by slug.

  • Action
    List best-value colleges by state

    List each state's best-value colleges at resident pricing, top 15 per state.

  • Action
    List colleges

    List the gated four-year colleges with 30-year NPV, cost, earnings, and break-even age.

  • Action
    List majors

    List all major categories and CIP subfields with lifetime-ROI stats.

  • Action
    List out-of-state tuition penalty rankings

    List public four-year colleges ranked by out-of-state tuition penalty, worst-first.

  • Action
    List top 50 out-of-state tuition penalties

    List the 50 worst out-of-state tuition penalties, a slim slice of the full ranking.

  • Action
    List worst ROI majors

    List the 19 major categories ranked by lifetime ROI, worst-first.

Related apps

More in Education

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Questions

College ROI, answered

What can your agent do in College ROI?

Any of College ROI's 9 actions, including Find best-value colleges by state, Get college, Get major and List best-value colleges by state. Your agent maps the data both ways and tests every scenario before it ships.

Which apps can College ROI connect to?

Any app in the catalog; the list on this page pairs College ROI with each of them. If the other app is missing, point your agent at its API documentation and it builds the connector.

What happens when something fails?

Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships.

Is there a free plan?

Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.