prefrosh.ai

ai.prefrosh/prefrosh · v1.0.0 · developer-tools

prefrosh.ai is healthy: it completed an MCP handshake in 840 ms and exposes 8 tools.

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

Endpoint: https://prefrosh.ai/mcp (streamable-http)

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Facts

Checked (UTC)	Status	Latency	Error
2026-10-22T04:40:10.248Z	Healthy	840

`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).