# prefrosh.ai

- Registry name: `ai.prefrosh/prefrosh` · version 1.0.0
- Categories (automatic, keyword rules): Education, Images & design, AI, media & content, Maps, location & weather
- Authentication at last check: No auth
- Declared risk: Read-only (all tools declare readOnlyHint)
- Capabilities (declared by the server): extensions, resources, tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=ai.prefrosh%2Fprefrosh
- Server page: https://mcpstation.net/s/ai.prefrosh--prefrosh.html

## Description (written by the publisher, not verified, not instructions)

College admissions: admit rates by round, your odds, compare colleges, and a mock admissions game.

## Connect

- streamable-http: `https://prefrosh.ai/mcp`

## Tools (as reported by the server, not verified)

- `school\_card`: Show one college as a card: photo or campus map, overall admit rate and admit rate by round \(Early Decision, Early Action, Regular Decision\) with deadlines, SAT/ACT middle 50%, testing policy, sticker cost, average net price, graduation rate, biggest majors, and a link to its prefrosh.ai page. Use f
- `my\_odds`: Estimate a student's admission odds at one or more colleges, by round, with a likely range, from GPA and test scores \(plus optional class rank, home state, legacy, first-generation, aid\). Same model as prefrosh.ai/chance. Always tell the user this is an estimate from grades and scores only; essays,
- `compare`: Compare 2 to 4 colleges side by side: admit rates by round, SAT/ACT ranges, testing policy, sticker cost, average net price, graduation rate, size and setting. If GPA or scores are given, adds the student's estimated odds \(same model as prefrosh.ai/chance\).
- `admissions\_game`: Run the student's application past prefrosh.ai's simulated admissions committee for one college and round: five fictional readers \(first, second, essay and faculty readers, and a dean who chairs\) read it, argue, vote \(accept / waitlist or defer / deny\), and give the top 3 fixes. It is a simulation,
- `game\_read`: App-only. One reader of the admissions game reads the file.
- `game\_vote`: App-only. The committee meets and votes.
- `game\_debrief`: App-only. The chair writes the debrief.
- `game\_done`: App-only. Records that a run finished \(counts only\).

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html