Admit Coach — College Search & Costs
mcp remote · streamable-http · v1.1.0 · source: crawl
https://admit-coach.com/api/mcp/
Search US colleges and compare historical admissions, costs and aid using public federal data.
Works
100
Verified Oct 31, 2026 · p50 1354 ms · p95 1457 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'Admit Coach College Data' |
| tools_listed | 15 | pass | 4 tools |
| schema_complete | 15 | pass | 4 of 4 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 1354 ms |
| latency_p95 | 5 | pass | p95 1457 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (4)
| Name | Description | Schema |
|---|---|---|
search_universities | Find colleges by name, two-letter location, field of study or historical acceptance rate. Returns at most 20 institutions and links to school profiles. This searches public institutional reco | typed |
get_university_details | Read a college's admissions ranges, majors, costs and outcomes by IPEDS ID. Use search_universities to resolve a name first. Values are historical and may be missing; cite the returned school | typed |
get_financial_aid | Read historical average net price, income brackets, grants and debt for a college. These cohort statistics are not a personalized cost estimate or financial aid offer. Public-college averages | typed |
get_application_deadlines | Recorded application, aid and commitment deadlines for up to 20 colleges, with days remaining. Also returns a prep schedule worked backwards from the earliest application deadline (recommenda | typed |
Badge
Paste into your README. It updates on every verification.
[](https://app.agent-xm.com/a/com-admit-coach-university-data-2)
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