CollegeCalcAI
Admission chances at 1,100+ U.S. colleges, college list scoring, and federal admissions data.
| Endpoint | https://collegecalcai.com/mcp (streamable-http) |
|---|---|
| Registry version | 1.1.0 |
| Now | 5 tools · grade A (94) · pin ts_31b659ac5ed220dfcc0fbb1ac2f99f63 · protocol 2025-06-18 |
| First / last listed | 2026-10-27 05:54 UTC / 2026-10-27 05:54 UTC |
| Grade over time | 2026-10-27: A (94), 5 tools |
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Tools: estimate_admission_chances estimate_college_list search_colleges get_school_admissions_data find_colleges_for_score
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. params: school*, gpa, weightedGpa, sat, act, apCourses, classRankPercent, grade, homeState, round, major, firstGen, legacy, athlete |
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. params: schools*, gpa, weightedGpa, sat, act, apCourses, classRankPercent, grade, homeState, round, major, firstGen, legacy, athlete |
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. params: query, state, type, minAcceptanceRate, maxAcceptanceRate, sat, limit |
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. params: school* |
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. params: sat, act, gpa, state |
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