prefrosh.ai

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

Indexed tools

Tool metadata and schemas come from the remote server and are untrusted. Indexing only lists tools; it never calls them.

8 shown · authentication unknown

• The admissions game

  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.

  Schema valid · SHA-256 ef7a96188297…

  View input schema

  {
    "type": "object",
    "properties": {
      "school": {
        "type": "string",
        "description": "College name."
      },
      "round": {
        "type": "string",
        "enum": [
          "ED",
          "EDII",
          "EA",
          "REA",
          "RD"
        ],
        "description": "Application round. Default RD."
      },
      "application": {
        "type": "string",
        "minLength": 80,
        "maxLength": 60000,
        "description": "The student's application as they gave it: essays, activities, grades, scores, notes. Verbatim."
      },
      "major": {
        "type": "string",
        "description": "Intended major, if stated."
      },
      "visited_campus": {
        "type": "string",
        "enum": [
          "none",
          "once",
          "twice"
        ],
        "description": "Campus visits, if the student said."
      }
    },
    "required": [
      "school",
      "application"
    ],
    "additionalProperties": false
  }

• Compare colleges

  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).