SERVER

college-scorecard-mcp-server

Rank #10,790

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

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

8 versions

1 GitHub stars

by cyanheads (135 servers)View repository ↗Claim this server

First listed

May 26, 2026

Last publish date

Sep 22, 2026

OVERVIEW

college-scorecard-mcp-server is a Model Context Protocol (MCP) server published by cyanheads. It ranks #10,790 of 132,046 servers tracked on MCP Toplist, and its repository has 1 GitHub stars. college-scorecard-mcp-server is listed across 4 registries — Official MCP, PulseMCP, Smithery and Glama, with 8 tracked versions. It was first listed on May 26, 2026 and most recently updated on Sep 22, 2026.

STANDING

#10,790of 132,046 tracked serversTop 10%

Ranks ahead of 121,256 of 132,046 servers on MCP Toplist.

CONNECT

Use college-scorecard-mcp-server

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

npm package

claude mcp add college-scorecard-mcp-server -e "SCORECARD_API_KEY=<your SCORECARD_API_KEY>" -e "MCP_LOG_LEVEL=<your MCP_LOG_LEVEL>" -- npx -y @cyanheads/college-scorecard-mcp-server run start:stdio

Replace each placeholder with your own value before saving.

npm package

claude mcp add college-scorecard-mcp-server -e "MCP_HTTP_HOST=<your MCP_HTTP_HOST>" -e "MCP_HTTP_PORT=<your MCP_HTTP_PORT>" -e "MCP_HTTP_ENDPOINT_PATH=<your MCP_HTTP_ENDPOINT_PATH>" -e "MCP_AUTH_MODE=<your MCP_AUTH_MODE>" -e "MCP_LOG_LEVEL=<your MCP_LOG_LEVEL>" -- npx -y @cyanheads/college-scorecard-mcp-server run start:http

Replace each placeholder with your own value before saving.

npm package

[mcp_servers.college-scorecard-mcp-server]
command = "npx"
args = ["-y", "@cyanheads/college-scorecard-mcp-server", "run", "start:stdio"]

[mcp_servers.college-scorecard-mcp-server.env]
SCORECARD_API_KEY = "<your SCORECARD_API_KEY>"
MCP_LOG_LEVEL = "<your MCP_LOG_LEVEL>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

npm package

[mcp_servers.college-scorecard-mcp-server]
command = "npx"
args = ["-y", "@cyanheads/college-scorecard-mcp-server", "run", "start:http"]

[mcp_servers.college-scorecard-mcp-server.env]
MCP_HTTP_HOST = "<your MCP_HTTP_HOST>"
MCP_HTTP_PORT = "<your MCP_HTTP_PORT>"
MCP_HTTP_ENDPOINT_PATH = "<your MCP_HTTP_ENDPOINT_PATH>"
MCP_AUTH_MODE = "<your MCP_AUTH_MODE>"
MCP_LOG_LEVEL = "<your MCP_LOG_LEVEL>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "college-scorecard-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/college-scorecard-mcp-server",
        "run",
        "start:stdio"
      ],
      "env": {
        "SCORECARD_API_KEY": "<your SCORECARD_API_KEY>",
        "MCP_LOG_LEVEL": "<your MCP_LOG_LEVEL>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "college-scorecard-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/college-scorecard-mcp-server",
        "run",
        "start:http"
      ],
      "env": {
        "MCP_HTTP_HOST": "<your MCP_HTTP_HOST>",
        "MCP_HTTP_PORT": "<your MCP_HTTP_PORT>",
        "MCP_HTTP_ENDPOINT_PATH": "<your MCP_HTTP_ENDPOINT_PATH>",
        "MCP_AUTH_MODE": "<your MCP_AUTH_MODE>",
        "MCP_LOG_LEVEL": "<your MCP_LOG_LEVEL>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "college-scorecard-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/college-scorecard-mcp-server",
        "run",
        "start:stdio"
      ],
      "env": {
        "SCORECARD_API_KEY": "<your SCORECARD_API_KEY>",
        "MCP_LOG_LEVEL": "<your MCP_LOG_LEVEL>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "college-scorecard-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/college-scorecard-mcp-server",
        "run",
        "start:http"
      ],
      "env": {
        "MCP_HTTP_HOST": "<your MCP_HTTP_HOST>",
        "MCP_HTTP_PORT": "<your MCP_HTTP_PORT>",
        "MCP_HTTP_ENDPOINT_PATH": "<your MCP_HTTP_ENDPOINT_PATH>",
        "MCP_AUTH_MODE": "<your MCP_AUTH_MODE>",
        "MCP_LOG_LEVEL": "<your MCP_LOG_LEVEL>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

npm package

{
  "servers": {
    "college-scorecard-mcp-server": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/college-scorecard-mcp-server",
        "run",
        "start:stdio"
      ],
      "env": {
        "SCORECARD_API_KEY": "<your SCORECARD_API_KEY>",
        "MCP_LOG_LEVEL": "<your MCP_LOG_LEVEL>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

npm package

{
  "servers": {
    "college-scorecard-mcp-server": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/college-scorecard-mcp-server",
        "run",
        "start:http"
      ],
      "env": {
        "MCP_HTTP_HOST": "<your MCP_HTTP_HOST>",
        "MCP_HTTP_PORT": "<your MCP_HTTP_PORT>",
        "MCP_HTTP_ENDPOINT_PATH": "<your MCP_HTTP_ENDPOINT_PATH>",
        "MCP_AUTH_MODE": "<your MCP_AUTH_MODE>",
        "MCP_LOG_LEVEL": "<your MCP_LOG_LEVEL>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "college-scorecard-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/college-scorecard-mcp-server",
        "run",
        "start:stdio"
      ],
      "env": {
        "SCORECARD_API_KEY": "<your SCORECARD_API_KEY>",
        "MCP_LOG_LEVEL": "<your MCP_LOG_LEVEL>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "college-scorecard-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/college-scorecard-mcp-server",
        "run",
        "start:http"
      ],
      "env": {
        "MCP_HTTP_HOST": "<your MCP_HTTP_HOST>",
        "MCP_HTTP_PORT": "<your MCP_HTTP_PORT>",
        "MCP_HTTP_ENDPOINT_PATH": "<your MCP_HTTP_ENDPOINT_PATH>",
        "MCP_AUTH_MODE": "<your MCP_AUTH_MODE>",
        "MCP_LOG_LEVEL": "<your MCP_LOG_LEVEL>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "college-scorecard-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/college-scorecard-mcp-server",
        "run",
        "start:stdio"
      ],
      "env": {
        "SCORECARD_API_KEY": "<your SCORECARD_API_KEY>",
        "MCP_LOG_LEVEL": "<your MCP_LOG_LEVEL>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

npm package

{
  "mcpServers": {
    "college-scorecard-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@cyanheads/college-scorecard-mcp-server",
        "run",
        "start:http"
      ],
      "env": {
        "MCP_HTTP_HOST": "<your MCP_HTTP_HOST>",
        "MCP_HTTP_PORT": "<your MCP_HTTP_PORT>",
        "MCP_HTTP_ENDPOINT_PATH": "<your MCP_HTTP_ENDPOINT_PATH>",
        "MCP_AUTH_MODE": "<your MCP_AUTH_MODE>",
        "MCP_LOG_LEVEL": "<your MCP_LOG_LEVEL>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

BADGE

Show your rank

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Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.cyanheads%2Fcollege-scorecard-mcp-server.svg)](https://mcptoplist.com/server/io.github.cyanheads%2Fcollege-scorecard-mcp-server)

HTML

<a href="https://mcptoplist.com/server/io.github.cyanheads%2Fcollege-scorecard-mcp-server"><img src="https://mcptoplist.com/badge/io.github.cyanheads%2Fcollege-scorecard-mcp-server.svg" alt="MCP Toplist: Top 10% of 132,046" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 4 registries

ORGANIZATION

cyanheads

Organization

cyanheads

Servers in org

135

Versions across org

2337

Other servers by cyanheads

View all cyanheads servers →

VERSIONS

Available versions (8)

Version	Published
0.1.9	Sep 22, 2026
0.1.8	Aug 21, 2026
0.1.7	Jun 20, 2026
0.1.6	Jun 20, 2026
0.1.5	Jun 12, 2026
0.1.4	May 26, 2026
0.1.3	May 26, 2026
0.1.2	May 26, 2026

FAQ

Frequently asked questions

Who maintains college-scorecard-mcp-server?: college-scorecard-mcp-server is maintained by cyanheads, which publishes 135 MCP servers (2337 total versions) tracked on MCP Toplist.
Is college-scorecard-mcp-server listed on the Official MCP Registry?: Yes — college-scorecard-mcp-server is listed on the Official MCP Registry, alongside PulseMCP, Smithery and Glama.
How many versions does college-scorecard-mcp-server have?: MCP Toplist tracks 8 versions of college-scorecard-mcp-server, most recently published on Sep 22, 2026.
Where can I find the source code for college-scorecard-mcp-server?: The source code for college-scorecard-mcp-server is hosted at github.com/cyanheads/college-scorecard-mcp-server.

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