Admit Coach — University Data
Admit Coach University Data is an MCP server that lets agents search 3,500+ US universities for admissions, aid, and list-building context.
About
Admit Coach University Data is a remote Model Context Protocol server that exposes US higher-ed catalog intelligence to coding agents over SSE. developers researching education markets, admissions tooling, or student-facing SaaS can search thousands of institutions, sanity-check fit and aid narratives, and assemble college lists without exporting spreadsheets or hopping between static sites. The catalog positions it because the payoff is faster orientation: you learn what data exists, how granular queries feel, and whether your product thesis matches real institutional diversity. It is not a deployment or growth stack—it is structured reference data wired into Claude Code, Cursor, Codex, or similar clients that support MCP remotes. Connect the published SSE URL, then drive exploration through natural language while you validate scope for APIs, content products, or counseling workflows.
- 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
Admit Coach — University Data by the numbers
- Data as of Jul 7, 2026 (Skillselion catalog sync)
claude mcp add --transport sse university-data https://admit-coach.com/mcp/sseAdd your badge
Show developers this MCP server is listed on Skillselion. Paste this into your README.
| Transport | SSE |
|---|---|
| Auth | None |
What it does
Pull structured US university, admissions, and aid data from your agent while scoping an edtech product or building data-backed college lists.
Who is it for?
Best when you're validating student or admissions products and want agent-side research on US schools before writing code.
Skip if: Skip if you only need generic web search or non-US programs—the scope is US university catalog data via Admit Coach.
What you get
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
By the numbers
- 3,500+ US universities in catalog
- Remote transport: SSE
- Server version 1.0.0
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Structured admissions data MCP, not a codegen skill or generic browser automation.
FAQ
Who is com.admit-coach/university-data for?
and small-team developers 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.
How do I add com.admit-coach/university-data to my agent?
Add the remote MCP entry with type sse and URL https://admit-coach.com/mcp/sse per the server manifest, then reload your client’s MCP configuration.