Skip to main content
Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
get_api_infoA

Metadata for the underlying LE TEEN College ROI API: description, license, attribution, DOI, docs URL, and the list of raw endpoints.

list_majorsA

List bachelor's-degree majors (19 broad categories and/or 115 CIP subfields) with lifetime-ROI stats: median/mean lifetime ROI (USD), % of programs that never break even, median break-even age, and AI-exposure band. Returns compact rows sorted by the chosen field. Use the returned slug with get_major for full detail.

get_majorA

Full lifetime-ROI record for one major category or CIP subfield by slug (e.g. 'nursing', 'computer-science', 'philosophy-and-religious-studies'): ROI distribution (p25/median/mean/p75), never-break-even %, break-even age, completion-adjusted and dropout ROI, graduates/programs counts, and AI-exposure detail. Accepts a plain name and will slugify it; use list_majors to discover exact slugs.

search_collegesA

Search the 500 largest-coverage U.S. four-year colleges that clear the positive-NPV envelope. Each row: 30-year NPV at resident and non-resident pricing, total cost of attendance, median earnings 10 years after entry, and break-even age. Filter by name substring, state, and control; sorted by resident NPV descending unless overridden. Use the returned slug with get_college.

get_collegeA

Full record for one college by slug (e.g. 'university-of-michigan-ann-arbor'): 30-year NPV at resident and non-resident pricing, total cost of attendance both ways, median earnings 10 years after entry, break-even age, IPEDS unitid, and FREOPP program coverage. Accepts a plain name and will slugify it; use search_colleges to discover slugs.

best_value_collegesA

Each U.S. state's best-value four-year colleges at resident pricing, ranked by 30-year NPV (top 15 per state). Pass a state for its full list; omit it for a nationwide summary (every state's top pick).

out_of_state_penaltyA

U.S. public four-year colleges ranked by the out-of-state penalty: how much 30-year NPV a non-resident gives up versus a resident at the same school. Includes both NPVs and both tuition figures per row.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/thomasthinks/college-roi-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server