MCP server

Admit Coach — College Search & Costs Official

com.admit-coach/university-data

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

Search US colleges and compare historical admissions, costs and aid using public federal data.

Working at last checkVerified publisher: admit-coach.comAbout 816 tokens per request once connected4 tools

https://admit-coach.com/api/mcp/

At a glance

Type: MCP server
Publisher: admit-coach.com (verified by the MCP Registry)
Status: Working at last check
Tools: 4
Token cost: About 816 tokens per request
Sets up in: Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
Last checked: 26 Oct 2026, 08:29 UTC

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

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

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.university-data]
url = "https://admit-coach.com/api/mcp/"

Gemini CLI

{"mcpServers":{"university-data":{"httpUrl":"https://admit-coach.com/api/mcp/"}}}

Cursor

{"mcpServers":{"university-data":{"url":"https://admit-coach.com/api/mcp/"}}}

VS Code

{"servers":{"university-data":{"type":"http","url":"https://admit-coach.com/api/mcp/"}}}

Antigravity

agy mcp add university-data https://admit-coach.com/api/mcp/

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"university-data","server_url":"https://admit-coach.com/api/mcp/","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"university-data","server_url":"https://admit-coach.com/api/mcp/"}

get_application_deadlines ~233 tokens
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 from inst
get_financial_aid ~184 tokens
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 calculator before
get_university_details ~161 tokens
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.
search_universities ~238 tokens
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.

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