Index / MCP servers / College Scorecard

College Scorecard MCP server

College Scorecard is a remote MCP server that gives an AI agent 4 tools, among them compare_schools, get_field_of_study, get_school_detail. It answers at https://mcp.olyport.com/college-scorecard/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 10 of 10 times since 5 September 2026; the last check, on 18 October 2026, succeeded.

Status
Answering
Tools
4
Official
yes, served from olyport.com
Reliability
10 of 10 checks
Response time
505 ms
Transport
streamable HTTP
Last checked
18 October 2026

Higher education data: tuition, graduation rates, and earnings

Description as the publisher wrote it.

The 4 tools College Scorecard offers

ToolWhat it does
compare_schoolsCompare multiple colleges or universities side by side. Returns key metrics for each school including tuition, admission rate, median earnings, debt, and completion rate for easy comparison. Args: school_ids: Comma-separated list of College
Inputs: school_ids
get_field_of_studyGet earnings and debt data by field of study from the College Scorecard. Returns median earnings and median debt for graduates of specific academic programs. Can be filtered by school, by field name, or both. Args: school_id: College Scorec
Inputs: school_id, field
get_school_detailGet detailed data for a specific college or university. Returns comprehensive information including costs, admissions, demographics, earnings outcomes, financial aid, debt levels, and completion rates. Use school IDs from search_schools res
Inputs: school_id
search_schoolsSearch colleges and universities in the College Scorecard database. Returns matching schools with basic info: name, location, size, tuition, admission rate, median earnings, and completion rate. Args: name: Full or partial school name to se
Inputs: name, state, zip_code, distance, degree_type, limit

Add College Scorecard to your AI client

Every block below points at https://mcp.olyport.com/college-scorecard/mcp. Pick your client and copy.

Claude Code: one command in your terminal
claude mcp add --transport http college-scorecard https://mcp.olyport.com/college-scorecard/mcp
Claude Desktop: claude_desktop_config.json
{
  "mcpServers": {
    "college-scorecard": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://mcp.olyport.com/college-scorecard/mcp"]
    }
  }
}
Cursor: ~/.cursor/mcp.json, or .cursor/mcp.json in a project
{
  "mcpServers": {
    "college-scorecard": {
      "url": "https://mcp.olyport.com/college-scorecard/mcp"
    }
  }
}
VS Code and GitHub Copilot: .vscode/mcp.json
{
  "servers": {
    "college-scorecard": {
      "type": "http",
      "url": "https://mcp.olyport.com/college-scorecard/mcp"
    }
  }
}
Zed: Zed settings.json
{
  "context_servers": {
    "college-scorecard": {
      "url": "https://mcp.olyport.com/college-scorecard/mcp"
    }
  }
}
Windsurf: ~/.codeium/mcp_config.json
{
  "mcpServers": {
    "college-scorecard": {
      "serverUrl": "https://mcp.olyport.com/college-scorecard/mcp"
    }
  }
}
JetBrains AI Assistant: Settings, Tools, AI Assistant, MCP, New MCP Server, as JSON
{
  "mcpServers": {
    "college-scorecard": {
      "url": "https://mcp.olyport.com/college-scorecard/mcp"
    }
  }
}
Continue: .continue/mcpServers/neuronto.yaml
name: College Scorecard
version: 0.0.1
schema: v1
mcpServers:
  - name: College Scorecard
    type: streamable-http
    url: https://mcp.olyport.com/college-scorecard/mcp
Gemini CLI: ~/.gemini/settings.json
{
  "mcpServers": {
    "college-scorecard": {
      "httpUrl": "https://mcp.olyport.com/college-scorecard/mcp"
    }
  }
}
Codex CLI: MCP server config
{
  "mcpServers": {
    "college-scorecard": {
      "type": "http",
      "url": "https://mcp.olyport.com/college-scorecard/mcp"
    }
  }
}
Warp: MCP servers, + Add, paste JSON
{
  "mcpServers": {
    "college-scorecard": {
      "url": "https://mcp.olyport.com/college-scorecard/mcp"
    }
  }
}
Goose: a one-click extension link
goose://extension?url=https%3A%2F%2Fmcp.olyport.com%2Fcollege-scorecard%2Fmcp&type=streamable_http&id=college-scorecard&name=College%20Scorecard

Is College Scorecard up right now?

It answered our last check on 18 October 2026 in 505 ms. Over 10 checks since 5 September 2026 it answered 10. Status here comes from Neuronto's own probes, not from the publisher.

MCP servers similar to College Scorecard

Questions about College Scorecard

Is there an official College Scorecard MCP server?

Yes. It is published by olyport.com and served from mcp.olyport.com, the vendor's own domain: https://mcp.olyport.com/college-scorecard/mcp.

How many tools does College Scorecard have?

4, as returned by the server's own tools/list on 31 August 2026: compare_schools, get_field_of_study, get_school_detail, search_schools.

Is College Scorecard down?

It answered our last check on 18 October 2026 in 505 ms. Over 10 checks since 5 September 2026 it answered 10.

How do I add College Scorecard to Cursor?

Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://mcp.olyport.com/college-scorecard/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.

Does College Scorecard need an API key?

It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.

Where this comes from

Publisher: com.olyport. Endpoint host: mcp.olyport.com. ARD identifier: urn:air:com.olyport:mcp:college-scorecard. First indexed 31 August 2026. The tools are exactly what the server returned; nothing on this page is inferred from its name. Ranking in Neuronto search is never for sale.

Is this your server? Get a message the day it stops answering or its tools change: monitoring, 14 days free. Or claim the domain to manage how it is listed.