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

Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes.

Servidor MCP · de cyanheads

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Resumo

io.github.cyanheads/college-scorecard-mcp-server é um servidor MCP publicado por cyanheads. Marketplaces que lemos e que o listam: 1 (Official MCP Registry). A última mudança que registramos foi em 2026-10-15. Conforme nossa passagem pelos marketplaces em 2026-10-18.

O que pede

  • Roda remotamente
  • Configurações: 7

Exige: SCORECARD_API_KEY

O que declara, pede e executa, por completo

Instale apenas plugins de desenvolvedores em quem você confia. Mostramos o que os marketplaces publicam e não testamos plugins.

Pacote

npm @cyanheads/college-scorecard-mcp-server (@cyanheads/college-scorecard-mcp-server no npm)

  • Downloads do npm por semana: 105 (2026-10-15)
  • Downloads do npm por mês: 803 (2026-10-15)
  • Última versão no npm: 0.4.0, publicada em 2026-10-14

Os dados do npm vêm do registro público do npm (registry.npmjs.org, api.npmjs.org). Cada número é do próprio registro e nunca é somado a outro. Um registro que não publica um número não mostra nenhum: sem número não é zero.

Funciona com

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI
Instalar no CursorInstalar no VS Code

Um link de um clique abre o cliente, que pede confirmação antes de adicionar o servidor.

Pelos marketplaces que o listam e pelo transporte MCP que declara, conforme cada cliente documenta. Não testamos plugins.

Observado pelo Ext Ops

Observado pelo Ext Ops em 2026-10-18: o que o próprio endpoint respondeu ao ser solicitado a listar suas ferramentas. Nunca chamamos as ferramentas.

Ferramentas: 9 · Recursos: 10 · Prompts: 1

Servidor: college-scorecard-mcp-server 0.4.0 · versão do protocolo MCP 2025-06-18

Metadados das ferramentas conforme a lista de 2026-10-18: anotações em 9 de 9 ferramentas · descrições em 40 de 40 parâmetros.

  • scorecard_compare_schoolsSide-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 r…
  • scorecard_get_earningsInstitution-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-ma…
  • scorecard_get_programsAll 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. Insti…
  • scorecard_get_schoolInstitutional 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. Us…
  • scorecard_list_fieldsSearch 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…
  • scorecard_lookup_cipSearch 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_s…
  • scorecard_search_programsFind 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;…
  • scorecard_search_schoolsSearch 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_…
  • scorecard_value_analysisAnalyze 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 applicab…

Seus marketplaces não publicam uma lista de ferramentas.

Como verificamos os endpoints

Conectar

Comandos e configurações gerados apenas a partir do que os marketplaces declaram. Não os executamos por você e não testamos plugins.

Como servidor MCP remoto

Gerado a partir do que Official MCP Registry declara.

Claude CodeTerminal
claude mcp add --transport http college-scorecard-mcp-server https://college-scorecard.caseyjhand.com/mcp
Codex~/.codex/config.toml
[mcp_servers.college-scorecard-mcp-server]
url = "https://college-scorecard.caseyjhand.com/mcp"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "college-scorecard-mcp-server": {
      "url": "https://college-scorecard.caseyjhand.com/mcp"
    }
  }
}

Onde está publicado

MarketplaceStatusVersãoNúmerosVerificadoVisto pela primeira vez
Official MCP Registry (Abrir o registro) Listado 0.4.0 Downloads por mês (npm): 803
Downloads por semana (npm): 105
Forks (GitHub): 0
Estrelas (GitHub): 1		 Sem marcação

Cada número é do próprio marketplace e nunca é somado entre marketplaces. Um marketplace que não publica números não mostra nenhum: sem número não é zero.

O que mudou

  1. Official MCP Registry: lançou a versão 0.4.0 (antes 0.3.0)
  2. Official MCP Registry: variáveis de ambiente mudaram (agora 7): adicionado: MCP_TRANSPORT_TYPE
  3. Official MCP Registry: passou de rodar na sua máquina para um servidor remoto
  4. Official MCP Registry: argumentos de inicialização alterados: removido: <>
  5. Official MCP Registry: lançou a versão 0.3.0 (antes 0.2.0)

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Encontrados pelo significado, não por código ou repositório em comum: plugins semelhantes continuam sendo produtos distintos, e isto não é uma avaliação nem uma recomendação.

Quer esta marca no seu plugin em nosso catálogo?

Prove que o mantém com um arquivo no repositório, um arquivo no seu domínio ou um registro DNS, e você poderá mostrar esta marca na ficha, com banners ao vivo para o seu site e o README. Como funciona a verificação

Você também recebe alertas quando um marketplace o publica, o remove, muda a marca de verificado ou o que ele pede, e o endpoint remoto passa a ser monitorado como um serviço web.

Adicionar aos seus projetos Veja o que o painel faz

Dados de Official MCP Registry. Os números vêm das nossas próprias passagens regulares pelos marketplaces, última leitura em . Não publicamos dados de contato dos editores de plugins.

De onde vêm os dados: como o catálogo é montado