{"id":"913a3eca-0365-44d9-ab17-dff7a30878b1","shortId":"cSzHPu","kind":"mcp","title":"College Scorecard","tagline":"Search, compare, and analyze U.S","description":"Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes.\n\nCollege Scorecard wraps the U.S. Department of Education College Scorecard API to provide access to higher education data including tuition costs, graduation rates, post-graduation earnings, program offerings, and student outcome metrics across thousands of institutions. Requires a College Scorecard API key.","tags":["college","scorecard"],"capabilities":["mcp","transport-stdio","open-source"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/cyanheads/college-scorecard-mcp-server","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.552","qualityRationale":"deterministic score 0.55 from registry signals: · indexed on pulsemcp · has source repo · 1 github stars · registry-generated description present","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:mcp:v1","enrichmentVersion":1,"enrichedAt":"2026-05-31T22:23:22.929Z","embedding":null,"createdAt":"2026-05-27T22:22:31.166Z","updatedAt":"2026-05-31T22:23:22.929Z","lastSeenAt":"2026-05-31T22:23:22.929Z","tsv":"'access':33 'across':53 'analyz':6,11 'api':30,61 'colleg':1,13,20,28,59 'compar':4,9 'cost':15,40 'data':14,37 'depart':25 'earn':16,46 'educ':27,36 'graduat':41,45 'higher':35 'includ':38 'institut':56 'key':62 'mcp' 'metric':52 'offer':48 'open-source' 'outcom':19,51 'post':44 'post-gradu':43 'program':17,47 'provid':32 'rate':42 'requir':57 'scorecard':2,21,29,60 'search':3,8 'student':50 'thousand':54 'transport-stdio' 'tuition':39 'u.s':7,12,24 'wrap':22","prices":[{"id":"591f9578-985d-41fb-a38d-d3938211c909","listingId":"913a3eca-0365-44d9-ab17-dff7a30878b1","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-05-27T22:22:31.166Z"}],"sources":[{"listingId":"913a3eca-0365-44d9-ab17-dff7a30878b1","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/cyanheads-college-scorecard","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-05-27T22:22:31.166Z","lastSeenAt":"2026-05-31T22:23:22.929Z"}],"details":{"listingId":"913a3eca-0365-44d9-ab17-dff7a30878b1","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"College Scorecard","external_url":"https://github.com/cyanheads/college-scorecard-mcp-server","github_stars":1,"registry_url":"https://www.pulsemcp.com/servers/cyanheads-college-scorecard","source_code_url":"https://github.com/cyanheads/college-scorecard-mcp-server"},"updatedAt":"2026-05-31T22:23:22.929Z"}}