CollegeCalcAI

com.collegecalcai/admissions · v1.1.0 · other

CollegeCalcAI is healthy: it completed an MCP handshake in 2635 ms and exposes 5 tools.

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

Endpoint: https://collegecalcai.com/mcp (streamable-http)

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Facts

Checked (UTC)	Status	Latency	Error
2026-10-15T19:55:15.803Z	Healthy	2635
2026-10-14T18:40:43.892Z	Healthy	2184

`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.