College Scorecard

com.olyportPublished by olyport.comOfficial publisherv1.1.0Updated Oct 24, 2026

Higher education data: tuition, graduation rates, and earnings

The publisher's own server: BEA Economic Accounts

VerifiedStreamable HTTPWeb executableKnowledge & MemoryData & Analytics

Overview

AI-generated overview

Remote MCP server that lets an assistant look up, detail, compare and analyze US college data from the College Scorecard, including tuition, admissions and post

What you can do
Search colleges and universities by name or state, with basic facts such as location, size, tuition, admission rate, earnings and completion rate. Retrieve detailed profiles for one school, covering costs, admissions, demographics, earnings, financial aid, debt and completion. Compare several schools side by side on tuition, admission rate, median earnings, debt and completion rate. Look up earnings and debt by field of study, filtered by school, field name or both.
When to use it
Useful when comparing US colleges or universities, checking tuition, admissions, debt and earnings outcomes, or researching which fields of study pay off at a given school.
Requirements
A remote MCP endpoint; no package, account, API key or environment variable is declared. Network access to the hosted endpoint is needed.
Before you install
Read-only lookups of public higher education data; no credentials, payments or write actions are declared. Figures come from the College Scorecard dataset and may lag current conditions, so verify important decisions against official sources.

Installation

In SourceWeft

  1. Open College Scorecard in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.olyport%2Fcollege-scorecard/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "college-scorecard": {
      "type": "http",
      "url": "https://mcp.olyport.com/college-scorecard/mcp"
    }
  }
}

Tools

4

search_schools

Search 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 search (e.g. 'Harvard', 'community college'). state: Two-letter US state abbreviation (e.g. 'CA', 'NY') to filter by state. zip_code: Five-digit ZIP code for location-based search. Use with distance parameter. distance: Search radius in miles from zip_code. Only used when zip_code is provided. degree_type: Filter by predominant degree type: '1' (certificate), '2' (associate), '3' (bachelor), '4' (graduate). Omit for all types. limit: Maximum number of schools to return (default 25, max 100).

Parametersnamelimitstatedistancezip_codedegree_type

get_school_detail

Get 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 results. Args: school_id: The College Scorecard school ID (integer). Find IDs via search_schools.

Parametersschool_idrequired

compare_schools

Compare 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 Scorecard school IDs (e.g. '166027,166683,243780'). Use search_schools to find IDs.

Parametersschool_idsrequired

get_field_of_study

Get 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 Scorecard school ID to see field-level data for one school. field: Field of study name or keyword to search across schools (e.g. 'Computer Science', 'Nursing', 'Business').

Parametersfieldschool_id

Version history

1
  1. v1.1.0LatestSep 16, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.

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