MCP server

College Scorecard

io.github.pipeworx-io/college-scorecard

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

College Scorecard MCP — US Department of Education College Scorecard API

Website Source

At a glance

Type

MCP server

Publisher

pipeworx.io (verified by the MCP Registry)

Status

Working at last check

Tools

44

Token cost

About 26,665 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http college-scorecard https://gateway.pipeworx.io/college-scorecard/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.college-scorecard]
url = "https://gateway.pipeworx.io/college-scorecard/mcp"

Gemini CLI

{"mcpServers":{"college-scorecard":{"httpUrl":"https://gateway.pipeworx.io/college-scorecard/mcp"}}}

Cursor

{"mcpServers":{"college-scorecard":{"url":"https://gateway.pipeworx.io/college-scorecard/mcp"}}}

VS Code

{"servers":{"college-scorecard":{"type":"http","url":"https://gateway.pipeworx.io/college-scorecard/mcp"}}}

Antigravity

agy mcp add college-scorecard https://gateway.pipeworx.io/college-scorecard/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"college-scorecard","server_url":"https://gateway.pipeworx.io/college-scorecard/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"college-scorecard","server_url":"https://gateway.pipeworx.io/college-scorecard/mcp"}

Tools

• get_school ~139 tokens
  Get detailed info for a specific college by its College Scorecard ID. Returns tuition, admission rate, student size, median earnings after 10 years, completion rate, and median debt.
• search_schools ~223 tokens
  Search US colleges and universities by name. Returns school name, location, tuition, admission rate, student size, median earnings, and completion rate. Example: search_schools("MIT", "MA").

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