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prefrosh.ai

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

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Overview Installation

Overview

prefrosh.ai is a Model Context Protocol server that brings college admissions data and tools into your AI assistant. Query admit rates by admission round, estimate your odds of acceptance, compare colleges side-by-side, and play through a mock admissions game to explore the process interactively. Any MCP-compatible AI can call these tools directly, deciding when and how to use them as part of a conversation or agent workflow.

It runs as a remote hosted service at https://prefrosh.ai/mcp with no authentication required and nothing to install locally. The latest release is v1.0.0. Visit https://prefrosh.ai/connector for more details from the vendor.

prefrosh.ai is listed in the Development category on mcp.site and works with all MCP clients including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, Zed and others. If you maintain this server, claim this listing to verify ownership, earn a Verified badge, and keep the information up to date.

▸Hosted endpoint — Streamable HTTP · https://prefrosh.ai/mcp

Installation

Settings → Connectors → Add custom connector
Name: prefrosh.ai
URL:  https://prefrosh.ai/mcp

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