College Scorecard MCP Server

Install

Works with Claude Code, VS Code, Codex, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/cyanheads-college-scorecard-mcp-server

About

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools

9 read · 0 write · 0 deleteRead-only

Secrets

1 (API keys, tokens or passwords)

Install scripts

Not scanned yet

Runs as

Node.js package

Tools (9)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• scorecard_compare_schoolsCompare Schoolsread-only

  Side-by-side comparison of 2–5 schools with ordinal competition ranks within the selected set (ties share a rank). Topics: costs (tuition, net price by income bracket, debt), admissions (acceptance rate, SAT/ACT, enrollment), outcomes (completion, earnings, repayment), aid (Pell grants, federal loans, debt, repayment). Use scorecard_get_school for full profiles.

• scorecard_get_earningsGet School Earningsread-only

  Institution-level earnings of federally aided undergraduate entrants working and not enrolled, regardless of completion. Reports medians at 6/8/10 years after entry, 6/10-year percentiles, and non-male/male 6-year medians. For graduate program earnings use scorecard_get_programs. years selects API data-file start years (1996–2025), including files without earnings observations. Per-metric availability and official cohort/measurement/dollar context accompany values; unknown metadata stays absent. No re-inflation is performed.

• scorecard_get_programsGet School Programsread-only

  All field-of-study programs at one school with median earnings 1 year after the highest credential, cumulative Stafford/Grad PLUS debt, and IPEDS awards for each year of the pooled debt cohort. Institution-level 6/8/10-year earnings are available via scorecard_get_earnings. Null or absent earnings have unknown cause; suppressed=true requires an explicit provider privacy marker. Use scorecard_lookup_cip to find CIP codes by name.

• scorecard_get_schoolGet School Profileread-only

  Institutional profiles for one or more school IDs. Accepts up to 1,000 elements, deduplicates normalized IDs, serves the first 100 distinct IDs, and reports missing and unprocessed IDs separately. Use scorecard_compare_schools for comparisons. Custom fields return requested paths and their JSON values in selected_fields, absent paths in absent_fields, and real identity; default profiles include costs, admissions, outcomes, aid, and completion rates.

• scorecard_list_fieldsList Scorecard Fieldsread-only

  Search the College Scorecard field catalog by keyword. Returns matching field paths, descriptions, data types, and whether each field supports API-side sorting. Use before passing custom field paths to the fields parameter on scorecard_get_school to find a supported path. Served entirely from embedded static data — no API call, no rate limit impact.

• scorecard_lookup_cipLookup CIP Coderead-only

  Search the Classification of Instructional Programs (CIP) taxonomy by keyword or partial name. Returns matching CIP codes with standard titles. Use this before passing cip_code filters to scorecard_search_programs or scorecard_get_programs when you know a program by name but not its code. Served entirely from embedded static data — no API call, no rate limit impact.

• scorecard_search_programsSearch Programsread-only

  Find programs by CIP code across institutions, ranked by median earnings within the fetched school page. Accepts school-side filters (state, ownership, max cost). Minimum earnings is applied locally; totals and pagination count schools before local program filtering. Use scorecard_lookup_cip to convert program names to CIP codes. Returns school names and IDs alongside program earnings, cumulative Stafford/Grad PLUS debt, and IPEDS awards for follow-up calls to scorecard_get_school or scorecard_get_programs.

• scorecard_search_schoolsSearch Schoolsread-only

  Search and filter U.S. colleges and universities by name, location, type, size, and acceptance rate. Returns core identity and cost metrics. Use scorecard_get_school for profiles or scorecard_search_programs for program rankings. Geographic distance requires a U.S. ZIP; ZIP alone uses the provider default radius. State accepts comma-separated two-letter codes (e.g. WA,CA). Ownership: 1=public, 2=private nonprofit, 3=for-profit. Degree level: 0=non-degree, 1=certificate, 2=associate, 3=bachelor, 4=graduate.

• scorecard_value_analysisValue Analysisread-only

  Analyze costs, debt, repayment progress, and earnings for one school. Returns debt-to-earnings and net-price-to-annual-earnings ratios alongside the source figures. family_income selects the applicable net-price bracket. Repayment progress is the share of borrowers paying down principal 3 years after entering repayment.

Signals

Stars

1

Forks

0

Open issues

1

Weekly downloads

87

Last commit

Oct 17, 2026 (14 days ago)

Last release

Oct 14, 2026 (18 days ago)

Last package publish

Oct 14, 2026 (18 days ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name

io.github.cyanheads/college-scorecard-mcp-server

Version

0.4.0

Auth

Auth not stated

Packages

npm @cyanheads/college-scorecard-mcp-servernpm @cyanheads/college-scorecard-mcp-server

License

Apache-2.0

Repository

github.com/cyanheads/college-scorecard-mcp-server

First seen

Oct 24, 2026

Last checked

Nov 1, 2026

Source

Official MCP Registrygithub-graphql