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college-scorecard-mcp-server

Compare Schools

scorecard_compare_schools
Read-only

Normalized side-by-side comparison of 2–5 schools on a named topic. Returns percentile-ranked rows and relative deltas within the result set — structured output an agent cannot reconstruct from raw profiles. Topics: costs (tuition, net price by income bracket, debt), admissions (acceptance rate, SAT/ACT, enrollment), outcomes (graduation rate, earnings, repayment), aid (Pell grants, federal loans, debt, repayment). This is different from scorecard_get_school with multiple IDs — compare_schools adds within-set normalization.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idsYesArray of 2–5 school unit IDs to compare.
topicYesComparison topic: costs, admissions, outcomes, or aid.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
rowsNoComparison rows — one per metric, with per-school values and ranks.
errorNoPresent when the call failed. Absent on success.
topicNoThe comparison topic used.
noticeNoWarning if some requested IDs returned no record.
schoolsNoSchools in the comparison set, in the same order as the ids input.
summaryNoBrief interpretive summary highlighting the most notable relative differences.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

Score is being calculated.

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