All servers · Education · Images & design · Maps, location & weather

prefrosh.ai

ai.prefrosh/prefrosh · v1.0.0

Measured by MCP Station

Description written by the publisher, not verified

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

Connect

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

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

Tools as reported by the server

• 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).

Website · JSON · Text for agents · Registry updated 2026-10-22