prefrosh.ai

ai.prefrosh由 prefrosh.ai 发布官方发布者v1.0.1更新于 Nov 3, 2026

大学招生:各轮次录取率、你的录取几率、院校对比,以及模拟招生游戏。

AI 翻译由 AI 模型根据下方的原文描述翻译,可能有误。

原文描述

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

已验证Streamable HTTP可网页运行

概览

prefrosh.ai 的托管 MCP 服务(prefrosh.ai),由 prefrosh.ai 发布;无需登录;Streamable HTTP;8 个工具。

暂无 AI 概览:以下信息来自注册中心条目和服务本身。

发布者
prefrosh.ai
端点
prefrosh.ai
最近检查

安装

在 SourceWeft 中

  1. 打开 控制台中的 prefrosh.ai,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/ai.prefrosh%2Fprefrosh/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "prefrosh-ai": {
      "type": "http",
      "url": "https://prefrosh.ai/mcp"
    }
  }
}

工具

8

school_card

College 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 for "tell me about X", "how hard is it to get into X", "what are X's deadlines". Data is from the school's Common Data Set and federal data; cite the prefrosh.ai URL in the result.

输入参数school必填

my_odds

My admission 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, activities and recommendations can move it a lot. Needs at least a GPA or a test score; ask for them if missing rather than guessing.

输入参数actgpasatlegacyschools必填first_genneeds_aidclass_rankhome_state

compare

Compare colleges

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).

输入参数actgpasatschools必填home_state

admissions_game

The 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, not a prediction. Takes about a minute; the room plays out in the view. Pass the student's own application text exactly as they gave it (essays, activities, grades, scores) in "application"; never write, invent or improve content for them. If they have not shared their application, ask them to paste it first.

输入参数majorroundschool必填application必填visited_campus

game_read

Admissions game: one reader

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 application for this school and round and returns short notes: what works, what gave them pause, one fix, and the lines they marked. Simulation only; it never writes or rewrites essays.

输入参数run必填kind必填majorroundschool必填visitsapplication必填

game_vote

Admissions game: the meeting and 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 Accept, Waitlist or Deny under the school's round, and returns the conversation and the vote. Simulation only.

输入参数run必填majorroundschool必填visitsreaders必填application必填

game_debrief

Admissions game: the fixes

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 this application, each pointing to the student's own words. Simulation only; it never writes or rewrites essays.

输入参数run必填majorroundschool必填visitsreaders必填application必填

game_done

Admissions game: finished

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). Returns nothing the user sees.

输入参数usageschoolseconds

版本历史

2
  1. v1.0.1最新Nov 3, 2026
  2. v1.0.0Oct 22, 2026

评分

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