MCP server

CollegeCalcAI Official

com.collegecalcai/admissions

Checked 28 Oct 2026, 09:03 UTC · Connected to it and listed its tools

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

Website

At a glance

Type

MCP server

Publisher

collegecalcai.com (verified by the MCP Registry)

Status

Working at last check

Tools

5

Token cost

About 1,751 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

28 Oct 2026, 09:03 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http admissions https://collegecalcai.com/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

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

Gemini CLI

{"mcpServers":{"admissions":{"httpUrl":"https://collegecalcai.com/mcp"}}}

Cursor

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

VS Code

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

Antigravity

agy mcp add admissions https://collegecalcai.com/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"admissions","server_url":"https://collegecalcai.com/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"admissions","server_url":"https://collegecalcai.com/mcp"}

Tools

• estimate_admission_chances ~559 tokens
  Estimate a student's chance of admission at one U.S. college from their GPA, test scores and context. Returns the percentage, a Reach/Target/Likely/Safety verdict, what would move the number, the school's federal admissions data, and a link to the full calculator.
• estimate_college_list ~550 tokens
  Score one student profile against up to 15 colleges at once. Returns every school sorted by chance with its verdict, the Reach/Target/Likely balance, the chance of at least one acceptance, and concrete advice to balance the list.
• find_colleges_for_score ~223 tokens
  Answer "what colleges can I get into with a ___": buckets every covered U.S. college into safety, target, reach and high reach for one SAT, ACT or unweighted GPA, using each college's real admitted-score data. Optional state filter. Returns counts and example colleges per tier.
• get_school_admissions_data ~140 tokens
  Federal admissions and outcome data for one U.S. college: applicants, admits, yield, SAT/ACT middle 50%, test policy, cost, net price after aid, graduation rate and earnings, plus the estimated chance for typical GPA and SAT combinations at that school. No student profile needed.
• search_colleges ~279 tokens
  Find U.S. colleges by name, state, public/private, and acceptance-rate range. Give a SAT score to rank schools by how close the student sits to each school's 75th percentile. Returns names to pass to the estimate tools.

Related MCP servers

• EveryCalc
  69 free finance, military, school and everyday calculators as MCP tools.
• prefrosh.ai
  College admissions: admit rates by round, your odds, compare colleges, and a mock admissions game.
• Admit Coach — College Search & Costs
  Search US colleges and compare historical admissions, costs and aid using public federal data.
• College Scorecard
  Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes.
• College Scorecard
  Higher education data: tuition, graduation rates, and earnings
• College Scorecard
  College Scorecard MCP — US Department of Education College Scorecard API
• Career Bhavan — Indian courses & colleges
  Search Indian courses, colleges and online universities: fees, approvals, syllabus, comparisons.
• LiveDataLink
  294 public-data tools across 60 domains; source freshness varies. Free tier.

Badge for your README

[![AptLynx](https://aptlynx.net/badge/com.collegecalcai/admissions.svg)](https://aptlynx.net/servers/com.collegecalcai/admissions)

Listing text is written by the maker; AptLynx lists tools and does not vouch for them. Find another tool · Browse by topic · For agents