Schema | college-aid-mcp

college-aid-mcp

Describes the environment variables required to run the server.

Name	Required	Description
`CAREERONESTOP_TOKEN`	Yes	Your CareerOneStop Token
`CAREERONESTOP_USER_ID`	Yes	Your CareerOneStop User ID
`COLLEGE_SCORECARD_API_KEY`	Yes	Your College Scorecard API key from api.data.gov

Features and capabilities supported by this server

Capability	Details
`tools`	{ "listChanged": true }

Functions exposed to the LLM to take actions

Name	Description
search_collegesA	Search colleges by name, state, or degree type. Returns tuition, median debt, median earnings, graduation rate, and admission rate for each match.
search_scholarshipsA	Search 9,500+ scholarships and grants from the US Dept of Labor CareerOneStop database. Filter by keyword, state, study level, or major.
get_college_detailsA	Deep dive on a single school: net price broken down by family income bracket, SAT/ACT score ranges, retention rate, first-generation student share, financial aid stats, and 10-year earnings. Much more detail than search_colleges.
search_by_majorA	Compare the same major across different colleges using College Scorecard field-of-study data. Returns program-specific median earnings, median debt, and in-state tuition for each school — far more accurate than school-wide averages.

Interactive templates invoked by user choice

Name	Description
No prompts

Contextual data attached and managed by the client

Name	Description
No resources

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