ai.prefrosh/prefrosh

up checked 2026-11-11T04:38:31.003Z

Unclaimed · Unverified

Publisher-provided title

prefrosh.ai

Publisher-provided description

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

Summary by lookupd

Estimates college admission odds by round, compares schools side by side, and runs a simulated admissions committee review of an…

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http prefrosh https://prefrosh.ai/mcp

Codex, remote (streamable-http)

codex mcp add prefrosh --url https://prefrosh.ai/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "prefrosh": {
      "url": "https://prefrosh.ai/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Publisher-provided text

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
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, lega
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.
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 facu
game_read App-only stage of admissions_game, called by the in-chat view, not by the model. One fictional admissions reader (the kind given) reads the student's applicatio
game_vote App-only stage of admissions_game, called by the in-chat view after every reader has finished. The fictional committee discusses the readers' notes and votes Ac
game_debrief App-only stage of admissions_game, called by the in-chat view after the vote. The committee chair writes the debrief: the three changes that would most help thi
game_done App-only. Called by the in-chat view when an admissions_game run ends, to record that it finished (school, AI token use and duration only; no application text).

Shows this live status and links here; updates hourly.

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