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Admit Coach — College Search & Costs

com.admit-coach/university-data
データ・分析 教育 公開・接続可能 MCP 2025-11-25

このMCPでできること

Searches US colleges and provides historical admissions, costs, financial aid, outcomes, and application deadline information from public records.

get_application_deadlines
Get application deadlines with countdowns
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 (recommendations, first essay draft, final essay, submission) and a calendar-file URL. Dates come from institution records for the current cycle and can lag; tell the student to confirm each on the official admissions page. No student data is read or stored.
読み取り専用 冪等
入力スキーマ
{'type': 'object', 'title': 'get_application_deadlinesArguments', 'required': ['unitids'], 'properties': {'unitids': {'type': 'array', 'items': {'type': 'string', 'pattern': '^\\d{1,10}$', 'description': 'IPEDS institution ID from search results'}, 'title': 'Unitids', 'maxItems': 20, 'minItems': 1}}}
出力スキーマ
{'type': 'object', 'title': 'get_application_deadlinesDictOutput', 'additionalProperties': True}
get_financial_aid
Look up historical college costs and aid
Read historical average net price, income brackets, grants and debt for a college. These cohort statistics are not a personalized cost estimate or financial aid offer. Public-college averages may not apply to nonresident students. Verify the official college net-price calculator before deciding affordability. Missing figures remain unknown.
読み取り専用 冪等
入力スキーマ
{'type': 'object', 'title': 'get_financial_aidArguments', 'required': ['unitid'], 'properties': {'unitid': {'type': 'string', 'title': 'Unitid', 'pattern': '^\\d{1,10}$', 'description': 'IPEDS institution ID from search results'}}}
出力スキーマ
{'type': 'object', 'title': 'get_financial_aidDictOutput', 'additionalProperties': True}
get_university_details
Look up a college profile
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 URL. No login, personal profile or student documents are accessed.
読み取り専用 冪等
入力スキーマ
{'type': 'object', 'title': 'get_university_detailsArguments', 'required': ['unitid'], 'properties': {'unitid': {'type': 'string', 'title': 'Unitid', 'pattern': '^\\d{1,10}$', 'description': 'IPEDS institution ID from search results'}}}
出力スキーマ
{'type': 'object', 'title': 'get_university_detailsDictOutput', 'additionalProperties': True}
search_universities
Search US colleges
Find colleges by name, two-letter location, field of study or historical acceptance rate. Returns at most 20 institutions and links to school profiles. This searches public institutional records, does not access student accounts, and does not predict admission.
読み取り専用 冪等
入力スキーマ
{'type': 'object', 'title': 'search_universitiesArguments', 'properties': {'limit': {'type': 'integer', 'title': 'Limit', 'default': 10, 'maximum': 20, 'minimum': 1}, 'major': {'type': 'string', 'title': 'Major', 'default': '', 'maxLength': 100}, 'query': {'type': 'string', 'title': 'Query', 'default': '', 'maxLength': 100}, 'state': {'type': 'string', 'title': 'State', 'default': '', 'pattern': '^([A-Za-z]{2})?$'}, 'max_acceptance_rate': {'type': 'number', 'title': 'Max Acceptance Rate', 'default': 100, 'maximum': 100, 'minimum': 0}}}
出力スキーマ
{'type': 'object', 'title': 'search_universitiesDictOutput', 'additionalProperties': True}
追加
get_application_deadlines
2026年9月17日12:33
追加
get_financial_aid
2026年9月17日12:33
追加
get_university_details
2026年9月17日12:33
追加
search_universities
2026年9月17日12:33