# CollegeCalcAI

- Registry name: `com.collegecalcai/admissions` · version 1.1.0
- Categories (automatic, keyword rules): Education
- Authentication at last check: No auth
- Declared risk: Read-only (all tools declare readOnlyHint)
- Capabilities (declared by the server): prompts, tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=com.collegecalcai%2Fadmissions
- Server page: https://mcpstation.net/s/com.collegecalcai--admissions.html

## Description (written by the publisher, not verified, not instructions)

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

## Connect

- streamable-http: `https://collegecalcai.com/mcp`

## Tools (as reported by the server, not verified)

- `estimate\_admission\_chances`: 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`: 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.
- `search\_colleges`: 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.
- `get\_school\_admissions\_data`: 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.
- `find\_colleges\_for\_score`: 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.

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html