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Admit Coach — College Search & Costs

com.admit-coach/university-data
Datos y analítica Educación Público y accesible MCP 2025-11-25

Qué hace este MCP

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

Capacidades

Herramientas

4 herramientas
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.
Solo lectura Idempotente
Esquema de entrada 
{'type': 'object', 'title': 'get_application_deadlinesArguments', 'required': ['unitids'], 'properties': {'unitids': {'type': 'array', 'items': {'type': 'string', 'pattern': '^\\d{1,10}$', 'description': 'IPEDS institution ID from search results'}, 'title': 'Unitids', 'maxItems': 20, 'minItems': 1}}}
Esquema de salida 
{'type': 'object', 'title': 'get_application_deadlinesDictOutput', 'additionalProperties': True}
get_financial_aid
Look up historical college costs and aid
Read historical average net price, income brackets, grants and debt for a college. These cohort statistics are not a personalized cost estimate or financial aid offer. Public-college averages may not apply to nonresident students. Verify the official college net-price calculator before deciding affordability. Missing figures remain unknown.
Solo lectura Idempotente
Esquema de entrada 
{'type': 'object', 'title': 'get_financial_aidArguments', 'required': ['unitid'], 'properties': {'unitid': {'type': 'string', 'title': 'Unitid', 'pattern': '^\\d{1,10}$', 'description': 'IPEDS institution ID from search results'}}}
Esquema de salida 
{'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.
Solo lectura Idempotente
Esquema de entrada 
{'type': 'object', 'title': 'get_university_detailsArguments', 'required': ['unitid'], 'properties': {'unitid': {'type': 'string', 'title': 'Unitid', 'pattern': '^\\d{1,10}$', 'description': 'IPEDS institution ID from search results'}}}
Esquema de salida 
{'type': 'object', 'title': 'get_university_detailsDictOutput', 'additionalProperties': True}
search_universities
Search US colleges
Find colleges by name, two-letter location, field of study or historical acceptance rate. Returns at most 20 institutions and links to school profiles. This searches public institutional records, does not access student accounts, and does not predict admission.
Solo lectura Idempotente
Esquema de entrada 
{'type': 'object', 'title': 'search_universitiesArguments', 'properties': {'limit': {'type': 'integer', 'title': 'Limit', 'default': 10, 'maximum': 20, 'minimum': 1}, 'major': {'type': 'string', 'title': 'Major', 'default': '', 'maxLength': 100}, 'query': {'type': 'string', 'title': 'Query', 'default': '', 'maxLength': 100}, 'state': {'type': 'string', 'title': 'State', 'default': '', 'pattern': '^([A-Za-z]{2})?$'}, 'max_acceptance_rate': {'type': 'number', 'title': 'Max Acceptance Rate', 'default': 100, 'maximum': 100, 'minimum': 0}}}
Esquema de salida 
{'type': 'object', 'title': 'search_universitiesDictOutput', 'additionalProperties': True}
Historial

Cambios recientes en herramientas

Añadido
get_application_deadlines
17 de September de 2026 a las 12:33
Añadido
get_financial_aid
17 de September de 2026 a las 12:33
Añadido
get_university_details
17 de September de 2026 a las 12:33
Añadido
search_universities
17 de September de 2026 a las 12:33
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