MCPs › Data & APIs › College ROI

College ROI● live

U.S. college-ROI data for agents: 30-year NPV for 500 four-year colleges (resident & non-resident pricing), lifetime ROI for 19 major categories + 115 CIP subfields, per-state best-value rankings, and the out-of-state tuition penalty. Free, keyless, CC BY 4.0 (FREOPP/IPEDS/BEA-derived, DOI 10.5281/zenodo.21351602). Also on npm: npx -y college-roi-mcp

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Smithery

Not monetized yet

Turn College ROI’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.

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Install College ROI

For anyone using College ROI — no Lulu account needed

npx -y @smithery/cli@latest install tj-r4v3/college-roi-mcp --client claude

weather-mcp — free forecasts, rendered as native cards

Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.

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FAQ

How do I install College ROI in Claude Code?

College ROI installs from source — follow the repository README.

Which registries list College ROI?

smithery

What is College ROI's trust score?

Unrated out of 100, computed from cross-registry traction signals (installs, stars, registry presence) — never influenced by sponsorship.

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Smithery listing

Your server?

This is for the person who owns College ROI — adds Lulu Ads to your own code. Not the install steps above, those are for your users.

Monetize it — your agent does the work

Copies a ready prompt: your coding agent installs the lulu-ads SDK, wires the slot, and applies the widget design guide.

or set up manually at getlulu.dev/publishers

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Host with Lulu

Managed hosting with monetization built in — waitlist.

Your README badge — links here, updates live. Copy it straight into your README:

[![Lulu MCPs](https://getlulu.dev/api/mcps/badge/college-roi)](https://getlulu.dev/mcps/college-roi)