MCP.Market

College Roi MCP server

by le-teen.com·com.le-teen/college-roi-mcp·v1.0.1
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U.S. college ROI data: 30-yr NPV for 500 colleges, lifetime ROI for 134 majors. Keyless.

A86/100grade A
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Safety scan
A86/100

full report

Adoption
New

0 stars37 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

College Roi tools (7)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • best_value_colleges

    Each U.S. state's best-value four-year colleges at resident pricing, ranked by 30-year NPV (top 15 per state).

  • get_api_info

    Metadata for the underlying LE TEEN College ROI API: description, license, attribution, DOI, docs URL, and the list of raw endpoints.

  • get_college

    Full record for one college by slug (e.g. 'university-of-michigan-ann-arbor'): 30-year NPV at resident and

  • get_major

    Full lifetime-ROI record for one major category or CIP subfield by slug (e.g. 'nursing', 'computer-science',

  • list_majors

    List bachelor's-degree majors (19 broad categories and/or 115 CIP subfields) with lifetime-ROI stats:

  • out_of_state_penalty

    U.S. public four-year colleges ranked by the out-of-state penalty: how much 30-year NPV a non-resident gives up

  • search_colleges

    Search the 500 largest-coverage U.S. four-year colleges that clear the positive-NPV envelope.

Public scan report

scanner v0.1.9 · 2026-09-25 · same rubric, same numbers if you re-run it

no findings
  • Code scan2 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 72 days ago12/15
  • Maintainer identitynamespace and repository owner differ; GitHub account older than a year; website matches verified namespace7/10
Overall 86/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How College Roi compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
86/100
higher than 72% of 48,255 servers
Tools
7
the typical server has 7
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Downloads a week
37
more than 28% of 12,191 servers with a package

What its tools let an agent do: 7 read

Install College Roi in Claude Code, Cursor or VS Code

Runs npx -y college-roi-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add college-roi-mcp -- npx -y college-roi-mcp
Add to Cursor

What the publisher says

From the College Roi repository's README, as published. We do not edit it. Read it on GitHub

college-roi-mcp

MCP server for U.S. college-ROI data: 30-year net present value (NPV) for 500 four-year colleges, lifetime ROI for 19 major categories + 115 CIP subfields, per-state best-value rankings, and the out-of-state tuition penalty ranking.

Wraps the free, keyless LE TEEN College ROI API (static JSON, CC BY 4.0). No API key, no signup, no rate limits beyond CDN sanity. Data derives from FREOPP program-level ROI estimates, IPEDS institutional data, and BEA price deflators — methodology at le-teen.com/methodology. Dataset DOI: 10.5281/zenodo.21351602.

Install

Requires Node ≥ 18.

Claude Desktop / Claude Code (claudedesktopconfig.json or .mcp.json):

{
  "mcpServers": {
    "college-roi": {
      "command": "npx",
      "args": ["-y", "college-roi-mcp"]
    }
  }
}

Claude Code CLI:

claude mcp add college-roi -- npx -y college-roi-mcp

Any other MCP client: run npx -y college-roi-mcp over stdio.

Tools

All dollar figures are lifetime/30-year totals in USD. List responses are compact projections with limit controls so they stay small in agent contexts; detail tools return the full upstream record.

Note the envelope: only colleges that clear a positive-NPV bar appear (500 of ~1,656 U.S. four-years). A school being absent is itself a signal.

Example prompts

  • "Is a nursing degree worth it compared to computer science?"
  • "Best-value colleges in Michigan for a resident."
  • "How much does going out-of-state to UVA cost me over 30 years?"
  • "Which majors have the worst odds of ever breaking even?"

Data freshness & caching

The upstream API is static JSON regenerated with the dataset; this server caches responses in-process for 24 h (matching the API's CDN cache). Nothing is written anywhere; the server is read-only.

License & attribution

  • Code: MIT.
  • Data: CC BY 4.0 — free to use with attribution. Cite LE TEEN, le-teen.com (and FREOPP/IPEDS/BEA as upstream sources).

Nothing above is checked by us. What we check is on the safety report.

College Roi: common questions

Is College Roi MCP server safe?
Yes, by our scan: it is graded A (86/100). Read the College Roi safety report
How do I install College Roi?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does College Roi need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is College Roi maintained?
The last commit was 112 days ago (2026-07-15). The latest release is v1.0.1.
How does College Roi compare with other MCP servers?
safety score 86/100 (higher than 72% of 48,255 servers); tools 7 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.