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prefrosh.ai

by FastDrop

MCP Verified 1 hour ago Registry import free

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

College admissions: admit rates by round, your odds, compare colleges, and a mock admissions game. Official MCP Registry: ai.prefrosh/prefrosh@1.0.0. Remote endpoint: https://prefrosh.ai/mcp

Problem it solves

Discoverable MCP server listed in the official MCP Registry.

How it's different

Remote MCP endpoint ingested from the official registry and probed by FastDrop.

Ingested from the official MCP Registry

FastDrop pulled this entry from the official MCP Registry as ai.prefrosh/prefrosh and probed the endpoint. The maker did not submit it, so the outbound link is not endorsed and the description is not theirs.

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Tools this endpoint exposes

Read directly from the endpoint on 22 Oct 2026. Not supplied by the maker.

  • 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

  • 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 a

  • 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 stu

  • 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

  • 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).

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Matched on shared tags and the tools their MCP servers actually expose.

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