Koskamo

College Scorecard MCP

An MCP server that provides access to U.S. college data from the Department of Education College Scorecard. It allows agents to search institutions, compare schools, retrieve detailed profiles including costs and outcomes, analyze programs by earnings and debt, and compute ROI metrics like debt-to-earnings ratios.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

College Scorecard MCP logo, by cyanheadsCommunity listingLocal stdioSource reviewed; not executedPublished by cyanheads
Vendor documentation

What you can do with it

  • Search institutions by name, location, or type
  • Compare 2-5 schools side-by-side on specific topics
  • Retrieve full institutional profiles with costs and outcomes
  • Compute ROI metrics like debt-to-earnings ratio

Source and maintenance

Community listingRegistry 0.4.0
mcp-registry: io.github.cyanheads/college-scorecard-mcp-server@0.4.0Source repository
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

@cyanheads/college-scorecard-mcp-server 0.4.0

npmnpx
@cyanheads/college-scorecard-mcp-server package definition
{
  "version": "0.4.0",
  "transport": "stdio",
  "identifier": "@cyanheads/college-scorecard-mcp-server",
  "runtimeHint": "npx",
  "registryType": "npm",
  "registryBaseUrl": "https://registry.npmjs.org",
  "environmentVariables": [
    {
      "name": "SCORECARD_API_KEY",
      "format": "string",
      "isRequired": true,
      "description": "Required API key for the College Scorecard API. Free registration at https://api.data.gov/signup/. Rate limit: 1,000 requests/hour."
    },
    {
      "name": "MCP_LOG_LEVEL",
      "format": "string",
      "default": "info",
      "description": "Sets the minimum log level for output (e.g., 'debug', 'info', 'warn')."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "college-scorecard-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/college-scorecard-mcp-server@0.4.0"
      ],
      "env": {
        "SCORECARD_API_KEY": "<YOUR_SCORECARD_API_KEY>",
        "MCP_LOG_LEVEL": "<YOUR_MCP_LOG_LEVEL>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "college-scorecard-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/college-scorecard-mcp-server@0.4.0"
      ],
      "env": {
        "SCORECARD_API_KEY": "<YOUR_SCORECARD_API_KEY>",
        "MCP_LOG_LEVEL": "<YOUR_MCP_LOG_LEVEL>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "college-scorecard-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/college-scorecard-mcp-server@0.4.0"
      ],
      "env": {
        "SCORECARD_API_KEY": "<YOUR_SCORECARD_API_KEY>",
        "MCP_LOG_LEVEL": "<YOUR_MCP_LOG_LEVEL>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "college-scorecard-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/college-scorecard-mcp-server@0.4.0"
      ],
      "env": {
        "SCORECARD_API_KEY": "<YOUR_SCORECARD_API_KEY>",
        "MCP_LOG_LEVEL": "<YOUR_MCP_LOG_LEVEL>"
      }
    }
  }
}

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