INDIVIDUAL MCP TOOL

estimate_admission_chances

Estimate a student's chance of admission at one U.S.

collegecalcai.comnone authenticationAvailability not checked

LIVE ENDPOINT

https://collegecalcai.com/mcp

No auth detected

Connect to this endpoint to inspect the live schema for estimate_admission_chances and invoke it with your own arguments.

{}

Inferred read-only · medium confidence · heuristic, not a guarantee.

No write-capable action terms were found; this is not proof that invocation has no side effects.

CONNECT WITH APPROVAL

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.collegecalcai]
url = "https://collegecalcai.com/mcp"
enabled = true

Claude Code

.mcp.json

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

Claude Desktop

Settings → Connectors → Add custom connector

Name: collegecalcai
Remote MCP URL: https://collegecalcai.com/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "collegecalcai": {
      "url": "https://collegecalcai.com/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

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

Generic MCP

Client-specific MCP configuration

{
  "name": "collegecalcai",
  "transport": "streamable-http",
  "url": "https://collegecalcai.com/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

estimate_college_list — Score one student profile against up to 15 colleges at once.
search_colleges — Find U.S.
get_school_admissions_data — Federal admissions and outcome data for one U.S.
find_colleges_for_score — Answer "what colleges can I get into with a ___": buckets every covered U.S.