MCP Radar
MCP-Server

Admit Coach — College Search & Costs

com.admit-coach/university-data
Daten & Analytik Bildung Öffentlich und erreichbar MCP 2025-11-25

Was dieses MCP kann

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

Funktionen

Tools

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

Letzte Tool-Änderungen

Hinzugefügt
get_application_deadlines
17. September 2026 12:33
Hinzugefügt
get_financial_aid
17. September 2026 12:33
Hinzugefügt
get_university_details
17. September 2026 12:33
Hinzugefügt
search_universities
17. September 2026 12:33
Entdecken

Ähnliche MCP-Server

opportunity-exchange

ca.veilpoint/opportunity-exchange

Provides governed Saskatchewan labor-market, wage, housing, community-economy, workforce-pathway, procurement, and business-readi…

Education Data

io.github.pipeworx-io/education-data

Provides US K-12 school and district data, including enrollment, staffing, funding, spending, and child poverty statistics.

Unesco Uis

io.github.pipeworx-io/unesco-uis

Browses and retrieves UNESCO statistics on education, literacy, science, research, and culture.

College Scorecard

io.github.pipeworx-io/college-scorecard

Retrieves college information such as tuition, admissions, enrollment, completion, earnings, and debt from the US College Scoreca…

Analytics Legends — SAP Analytics Intelligence

ai.analyticslegends/sap-analytics

Provides SAP analytics intelligence through searchable firm, market, opportunity, news, concept, study, training, and knowledge-g…

Math MCP Learning

io.github.clouatre-labs/math-mcp-learning-server

Provides mathematical and statistical calculations, matrix operations, unit conversions, educational plots, and persistent calcul…

Georgia Civic Data

org.georgiacivicdata/georgia-civic-data

Queries, aggregates, joins, and resolves entities across Georgia education, Census, and immigration datasets.

site

com.gpagradecompare/site

Provides searchable GPA and grade-comparison data with row comparisons, rankings, statistics, provenance, and a human-provider en…