Admit Coach — University Data

Name: Admit Coach — University Data
Author: com.admit-coach

Pull structured US university, admissions, and aid data from your agent while scoping an edtech product or building data-backed college lists.

Overview

Admit Coach University Data is an MCP server for the Idea phase that lets agents search 3,500+ US universities for admissions, aid, and list-building context.

What is this MCP server?

Remote SSE endpoint at admit-coach.com for agent-native queries
Coverage of 3,500+ US universities in one MCP surface
Admission chance and financial aid oriented lookups
College list construction without leaving the chat
Streamable remote MCP—no local install in server.json
3,500+ US universities in catalog
Remote transport: SSE
Server version 1.0.0

Compatible agents: Claude Code, Cursor, Codex, any compatible agent

What problem does it solve?

Scattered college sites and PDFs make it slow to ground an edtech idea or feature spec in consistent US university facts inside your agent session.

Who is it for?

Indie builders validating student or admissions products who want agent-side research on US schools before writing code.

Skip if: Teams that only need generic web search or non-US programs—the scope is US university catalog data via Admit Coach.

What do I get? / Deliverables

After you register the remote SSE server, you can query unified university data and draft college lists without leaving your coding agent.

Agent-queryable US university search results
Draft college lists informed by server data
Research notes grounded in catalog-scale coverage

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Journey fit

Primary fit

IdeaOpportunity & market research

Canonical shelf is Idea because the server supports discovery and comparison before you commit to a niche, feature set, or positioning. Research fits university search, chance checks, aid lookups, and list-building—the earliest evidence-gathering work in the journey.

How it compares

Structured admissions data MCP, not a codegen skill or generic browser automation.

Common Questions / FAQ

Who is com.admit-coach/university-data for?

Solo and small-team builders researching US higher education data, admission odds, aid, and college lists inside Claude Code, Cursor, or other MCP-capable agents.

When should I use com.admit-coach/university-data?

Use it during Idea and early Validate when you need fast, repeatable university lookups to shape product scope, content, or data partnerships—not when shipping production infra.