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college-scorecard-mcp-server

Lookup CIP Code

scorecard_lookup_cip
Read-onlyIdempotent

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.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoRequested limit; serving cap 50, hard ceiling 1,000.
queryYesSearch term — program name keyword (e.g. "computer science", "nursing", "business"). Matches against CIP titles and family names.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
capNoThe limit that was applied.
errorNoPresent when the call failed. Absent on success.
queryNoThe search query used.
shownNoNumber of CIP codes returned.
noticeNoNo-match guidance.
resultsNoMatching CIP entries ranked by relevance.
guidanceNoConcrete narrowing guidance when matches remain.
truncatedNoTrue when results were capped at the limit.
queryContextNoEffective selectors.
totalMatchesNoNumber of matches found.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

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