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MCP Server

College Scorecard

com.olyport/college-scorecard
Data & Analytics Education Public & reachable MCP 2025-11-25

What this MCP does

Searches and compares US colleges using tuition, admissions, completion, earnings, debt, and field-of-study data.

Capabilities

Tools

4 tools
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.
Input schema 
{'type': 'object', 'title': 'compare_schoolsArguments', 'required': ['school_ids'], 'properties': {'school_ids': {'type': 'string', 'title': 'School Ids'}}}
Output schema 
{'type': 'object', 'title': 'compare_schoolsOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
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').
Input schema 
{'type': 'object', 'title': 'get_field_of_studyArguments', 'properties': {'field': {'type': 'string', 'title': 'Field', 'default': None}, 'school_id': {'type': 'integer', 'title': 'School Id', 'default': None}}}
Output schema 
{'type': 'object', 'title': 'get_field_of_studyOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
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.
Input schema 
{'type': 'object', 'title': 'get_school_detailArguments', 'required': ['school_id'], 'properties': {'school_id': {'type': 'integer', 'title': 'School Id'}}}
Output schema 
{'type': 'object', 'title': 'get_school_detailOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
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).
Input schema 
{'type': 'object', 'title': 'search_schoolsArguments', 'properties': {'name': {'type': 'string', 'title': 'Name', 'default': None}, 'limit': {'type': 'integer', 'title': 'Limit', 'default': 25}, 'state': {'type': 'string', 'title': 'State', 'default': None}, 'distance': {'type': 'integer', 'title': 'Distance', 'default': None}, 'zip_code': {'type': 'string', 'title': 'Zip Code', 'default': None}, 'degree_type': {'type': 'string', 'title': 'Degree Type', 'default': None}}}
Output schema 
{'type': 'object', 'title': 'search_schoolsOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
History

Recent tool changes

Added
get_field_of_study
Sept. 17, 2026, 12:36 p.m.
Added
compare_schools
Sept. 17, 2026, 12:36 p.m.
Added
get_school_detail
Sept. 17, 2026, 12:36 p.m.
Added
search_schools
Sept. 17, 2026, 12:36 p.m.
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