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College Scorecard MCP server

by mrfentmen·io.github.mrfentmen/college-scorecard-mcp·v1.0.1
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US college data from the College Scorecard API. No key required.

C65/100grade C
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Safety scan
C65/100

full report

Adoption
Not measured yet

Usage numbers are collected on the next scan

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

College Scorecard tools (1)

write = sends, deletes, buys or posts

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

  • search

    Search colleges by name.

Public scan report

scanner v0.1.9 · 2026-09-21 · same rubric, same numbers if you re-run it

no findings
  • Code scan5 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
  • Maintenancerepository not readable: repo not found3/15
  • Maintainer identityno repository or website to verify2/10
Overall 65/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

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

claude mcp add college-scorecard-mcp -- npx -y college-scorecard-mcp
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College Scorecard: common questions

Is College Scorecard MCP server safe?
With care: it is graded C, so read the findings first (65/100). Read the College Scorecard safety report
How do I install College Scorecard?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does College Scorecard need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is College Scorecard maintained?
The latest release is v1.0.1.
What can I use instead of College Scorecard?
Servers from other publishers that do the same job: XActions MCP server.

Alternatives to College Scorecard

Same job from other publishers: the closest match first, then the best rated.

  • XActions
    X/Twitter automation MCP: scrape, post, schedule, analyze, engage. No API key required.
    C

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