CollegeCalcAI

com.collegecalcaiv1.1.0Updated Oct 3, 2026

Admission chances at 1,100+ U.S. colleges, college list scoring, and federal admissions data.

VerifiedStreamable HTTPWeb executableKnowledge & Memory

Overview

AI-generated overview

Lets an assistant look up U.S. college admission chances, score a college list, and pull federal admissions data.

What it does
This remote MCP server connects an assistant to CollegeCalcAI, which covers admission chances at more than 1,100 U.S. colleges, scoring of a student's college list, and federal admissions data. The manifest does not list individual tools, so the exact operations are not documented here. It runs as a hosted endpoint rather than a local package.
When to use it
Useful when a student or counselor wants an assistant to estimate admission odds, compare or rank a list of colleges, or reference federal admissions figures during planning. Less relevant if you need school data outside the United States or tools beyond admissions.
Requirements
A remote MCP client that supports streamable HTTP, pointed at the provider's hosted endpoint. No packages, environment variables, or headers are declared, and the manifest declares no authentication, so no credentials appear to be needed.
Before you install
The manifest declares no authentication and no credentials, so nothing secret is requested. Admission chances are estimates, not decisions, and the server is a third-party service: any student details you send go to that provider. The manifest lists no tools, so review what data each call transmits before relying on it.

Installation

In SourceWeft

  1. Open CollegeCalcAI in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "admissions": {
      "type": "http",
      "url": "https://collegecalcai.com/mcp"
    }
  }
}

Tools

0
Tool metadata has not been indexed yet.

Version history

1
  1. v1.1.0LatestOct 3, 2026