Admit Coach — College Search & Costs

com.admit-coach/university-data

This connects Claude to Admit Coach's database of over 3,500 US universities through a remote SSE transport. You get searchable access to university profiles, admission statistics, and financial aid information without scraping or maintaining your own dataset. Useful when you're building college counseling tools, admissions calculators, or student advisory apps and need structured higher ed data on demand. The SSE connection maintains a persistent session with regular keepalive pings, so you can make repeated queries without reconnecting. Saves you from dealing with IPEDS data dumps or paying for commercial education APIs when you just need basic university search and comparison features.

tools: 4
transport: HTTP
last updated: Sep 6, 2026

Open website

Install

From registry metadata

$ npx add-mcp https://admit-coach.com/api/mcp/ --name university-data

Run in your terminal. add-mcp asks which agents to add it to (Claude Code, Codex, Cursor and more). Add -g to install it for every project.

Review the command, arguments and environment values before installing. MCP servers run with your local permissions.

Other ways

Claude Code

$ claude mcp add --transport http university-data https://admit-coach.com/api/mcp/

Run in your terminal. Add --scope user to make it available in every project.

Tools

Verified live · 4 tools

Verified live against the running server on Nov 6, 2026.

search_universitiesFind colleges by name, two-letter location, field of study or historical acceptance rate. Returns at most 20 institutions and links to school profiles. This searches public institutional records, does not access student accounts, and does not predict admission.5 params

Find colleges by name, two-letter location, field of study or historical acceptance rate. Returns at most 20 institutions and links to school profiles. This searches public institutional records, does not access student accounts, and does not predict admission.

Parameters* required

limitinteger

default: 10

majorstring

default:

max_acceptance_ratenumber

default: 100

querystring

default:

statestring

default:

get_university_detailsRead a college's admissions ranges, majors, costs and outcomes by IPEDS ID. Use search_universities to resolve a name first. Values are historical and may be missing; cite the returned school URL. No login, personal profile or student documents are accessed.1 params

Read a college's admissions ranges, majors, costs and outcomes by IPEDS ID. Use search_universities to resolve a name first. Values are historical and may be missing; cite the returned school URL. No login, personal profile or student documents are accessed.

Parameters* required

unitid*string

IPEDS institution ID from search results

get_financial_aidRead historical average net price, income brackets, grants and debt for a college. These cohort statistics are not a personalized cost estimate or financial aid offer. Public-college averages may not apply to nonresident students. Verify the official college net-price calculat...1 params

Read historical average net price, income brackets, grants and debt for a college. These cohort statistics are not a personalized cost estimate or financial aid offer. Public-college averages may not apply to nonresident students. Verify the official college net-price calculat...

Parameters* required

unitid*string

IPEDS institution ID from search results

get_application_deadlinesRecorded application, aid and commitment deadlines for up to 20 colleges, with days remaining. Also returns a prep schedule worked backwards from the earliest application deadline (recommendations, first essay draft, final essay, submission) and a calendar-file URL. Dates come...1 params

Recorded application, aid and commitment deadlines for up to 20 colleges, with days remaining. Also returns a prep schedule worked backwards from the earliest application deadline (recommendations, first essay draft, final essay, submission) and a calendar-file URL. Dates come...

Parameters* required

unitids*array

Details

Website: admit-coach.com/mcp-server
Categories: Search & Web Crawling, Data & Analytics
Transport: HTTP
Registry: MCP registry, active
Tools verified: Nov 6, 2026

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