College Scorecard MCP Server
by cyanheadsio.github.cyanheads/college-scorecard-mcp-serverv0.2.0
Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes.
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Active10d ago
Install College Scorecard MCP server
Install in Claude Code
claude mcp add college-scorecard-cyanheads -e SCORECARD_API_KEY='<scorecard-api-key>' -- npx -y @cyanheads/college-scorecard-mcp-server run start:stdioInstall in Cursor
{
"mcpServers": {
"college-scorecard-cyanheads": {
"command": "npx",
"args": [
"-y",
"@cyanheads/college-scorecard-mcp-server",
"run",
"start:stdio"
],
"env": {
"SCORECARD_API_KEY": "<scorecard-api-key>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).
Install in Claude Desktop
{
"mcpServers": {
"college-scorecard-cyanheads": {
"command": "npx",
"args": [
"-y",
"@cyanheads/college-scorecard-mcp-server",
"run",
"start:stdio"
],
"env": {
"SCORECARD_API_KEY": "<scorecard-api-key>"
}
}
}
}Settings → Developer → Edit Config (claude_desktop_config.json), then restart.
Install in VS Code
{
"servers": {
"college-scorecard-cyanheads": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@cyanheads/college-scorecard-mcp-server",
"run",
"start:stdio"
],
"env": {
"SCORECARD_API_KEY": "<scorecard-api-key>"
}
}
}
}Add to .vscode/mcp.json in your workspace.
Install in Windsurf
{
"mcpServers": {
"college-scorecard-cyanheads": {
"command": "npx",
"args": [
"-y",
"@cyanheads/college-scorecard-mcp-server",
"run",
"start:stdio"
],
"env": {
"SCORECARD_API_KEY": "<scorecard-api-key>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
Configuration
| Variable | Required | Secret | Description |
|---|---|---|---|
| SCORECARD_API_KEY | yes | — | Required API key for the College Scorecard API. Free registration at https://api.data.gov/signup/. Rate limit: 1,000 requests/hour. |
| MCP_LOG_LEVEL | — | — | Sets the minimum log level for output (e.g., 'debug', 'info', 'warn'). |
| MCP_HTTP_HOST | — | — | The hostname for the HTTP server. |
| MCP_HTTP_PORT | — | — | The port to run the HTTP server on. |
| MCP_HTTP_ENDPOINT_PATH | — | — | The endpoint path for the MCP server. |
| MCP_AUTH_MODE | — | — | Authentication mode to use: 'none', 'jwt', or 'oauth'. |
Freshness
Active — last maintenance signal 10d ago. The newest of the signals below sets the band.
Last commit (default branch)
2026-09-30 · 10d ago · GitHub
Latest release
2026-09-30 · 10d ago · GitHub · v0.2.0
Package published
no data · npm/PyPI
Registry entry updated
2026-09-30 · 10d ago · official registry · v0.2.0
FAQ
›How do I install the College Scorecard MCP server in Claude Code?
Run: claude mcp add college-scorecard-cyanheads -e SCORECARD_API_KEY='<scorecard-api-key>' -- npx -y @cyanheads/college-scorecard-mcp-server run start:stdio. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.
›Does College Scorecard require an API key?
Yes. It expects SCORECARD_API_KEY.
›Can I use College Scorecard as a remote (hosted) MCP server?
Yes — it offers both a hosted endpoint and a local stdio package.
›Is College Scorecard in the official MCP registry?
Yes, as io.github.cyanheads/college-scorecard-mcp-server.