prefrosh.ai

ai.prefrosh由 prefrosh.ai 發布官方發布者v1.0.1更新於 Nov 3, 2026

大學招生:各輪次錄取率、你的錄取機率、院校比較,以及模擬招生遊戲。

AI 翻譯由 AI 模型根據下方的原文描述翻譯,可能有誤。

原文描述

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

已驗證Streamable HTTP可網頁執行

概覽

prefrosh.ai 的託管 MCP 服務(prefrosh.ai),由 prefrosh.ai 發布;無需登入;Streamable HTTP;8 個工具。

暫無 AI 概覽:以下資訊來自註冊中心條目和服務本身。

發布者
prefrosh.ai
端點
prefrosh.ai
最近檢查

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 prefrosh.ai,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/ai.prefrosh%2Fprefrosh/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "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.

輸入參數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.

輸入參數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).

輸入參數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.

輸入參數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.

輸入參數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.

輸入參數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.

輸入參數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.

輸入參數usageschoolseconds

版本歷史

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

評分

已滿足適用檢查項的 83%

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  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分

    請宣告包含 README 的 GitHub 儲存庫,或在 OAuth 受保護資源後設資料中提供 resource_documentation。

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